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[python-pinyin](https://github.com/mozillazg/python-pinyin.git) - commit: 55e524aa1b7b8eec3d15c5306043c6cdd5938b03 - licence: MIT +commit: 55e524aa1b7b8eec3d15c5306043c6cdd5938b03 +licence: MIT + +* [zhon](https://github.com/tsroten/zhon) +commit: 09bf543696277f71de502506984661a60d24494c +licence: MIT + +* [pymmseg-cpp](https://github.com/pluskid/pymmseg-cpp.git) +commit: b76465045717fbb4f118c4fbdd24ce93bab10a6d +licence: MIT + +* [chinese_text_normalization](https://github.com/speechio/chinese_text_normalization.git) +commit: 9e92c7bf2d6b5a7974305406d8e240045beac51c +licence: MIT diff --git a/third_party/chinese_text_normalization/.gitignore b/third_party/chinese_text_normalization/.gitignore new file mode 100644 index 000000000..f50f06f32 --- /dev/null +++ b/third_party/chinese_text_normalization/.gitignore @@ -0,0 +1,2 @@ +*~ +*.far diff --git a/third_party/chinese_text_normalization/LICENSE b/third_party/chinese_text_normalization/LICENSE new file mode 100644 index 000000000..c6be42fba --- /dev/null +++ b/third_party/chinese_text_normalization/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2020 SpeechIO + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/third_party/chinese_text_normalization/README.md b/third_party/chinese_text_normalization/README.md new file mode 100644 index 000000000..fd5182594 --- /dev/null +++ b/third_party/chinese_text_normalization/README.md @@ -0,0 +1,112 @@ +# Chinese Text Normalization for Speech Processing + +## Problem + +Search for "Text Normalization"(TN) on Google and Github, you can hardly find open-source projects that are "read-to-use" for text normalization tasks. Instead, you find a bunch of NLP toolkits or frameworks that *supports* TN functionality. There is quite some work between "support text normalization" and "do text normalization". + +## Reason + +* TN is language-dependent, more or less. + + Some of TN processing methods are shared across languages, but a good TN module always involves language-specific knowledge and treatments, more or less. + +* TN is task-specific. + + Even for the same language, different applications require quite different TN. + +* TN is "dirty" + + Constructing and maintaining a set of TN rewrite-rules is painful, whatever toolkits and frameworks you choose. Subtle and intrinsic complexities hide inside TN task itself, not in tools or frameworks. + +* mature TN module is an asset + + Since constructing and maintaining TN is hard, it is actually an asset for commercial companies, hence it is unlikely to find a product-level TN in open-source community (correct me if you find any) + +* TN is a less important topic for either academic or commercials. + +## Goal + +This project sets up a ready-to-use TN module for **Chinese**. Since my background is **speech processing**, this project should be able to handle most common TN tasks, in **Chinese ASR** text processing pipelines. + +## Normalizers + +1. supported NSW (Non-Standard-Word) Normalization + + |NSW type|raw|normalized| + |-|-|-| + |cardinal|这块黄金重达324.75克|这块黄金重达三百二十四点七五克| + |date|她出生于86年8月18日，她弟弟出生于1995年3月1日|她出生于八六年八月十八日 她弟弟出生于一九九五年三月一日| + |digit|电影中梁朝伟扮演的陈永仁的编号27149|电影中梁朝伟扮演的陈永仁的编号二七一四九| + |fraction|现场有7/12的观众投出了赞成票|现场有十二分之七的观众投出了赞成票| + |money|随便来几个价格12块5，34.5元，20.1万|随便来几个价格十二块五 三十四点五元 二十点一万| + |percentage|明天有62％的概率降雨|明天有百分之六十二的概率降雨| + |telephone|这是固话0421-33441122
这是手机+86 18544139121|这是固话零四二一三三四四一一二二
这是手机八六一八五四四一三九一二一| + + acknowledgement: the NSW normalization codes are based on [Zhiyang Zhou's work here](https://github.com/Joee1995/chn_text_norm.git) + +1. punctuation removal + + For Chinese, it removes punctuation list collected in [Zhon](https://github.com/tsroten/zhon) project, containing + * non-stop puncs + ``` + '＂＃＄％＆＇（）＊＋，－／：；＜＝＞＠［＼］＾＿｀｛｜｝～｟｠｢｣､、〃》「」『』【】〔〕〖〗〘〙〚〛〜〝〞〟〰〾〿–—‘’‛“”„‟…‧﹏' + ``` + * stop puncs + ``` + '！？｡。' + ``` + + For English, it removes Python's `string.punctuation` + +1. multilingual English word upper/lower case conversion + since ASR/TTS lexicons usually unify English entries to uppercase or lowercase, the TN module should adapt with lexicon accordingly. + +## Supported text format + +1. plain text, preferably one sentence per line(most common case in ASR processing). + ``` + 今天早饭吃了没 + 没吃回家吃去吧 + ... + ``` + plain text is default format. + +2. Kaldi's transcription format + ``` + KALDI_KEY_UTT001 今天早饭吃了没 + KALDI_KEY_UTT002 没吃回家吃去吧 + ... + ``` + TN will skip first column key section, normalize latter transcription text + + pass `--has_key` option to switch to kaldi format. + +_note: All input text should be UTF-8 encoded._ + +## Run examples + +* TN (python) + +make sure you have **python3**, python2.X won't work correctly. + +`sh run.sh` in `TN` dir, and compare raw text and normalized text. + +* ITN (thrax) + +make sure you have **thrax** installed, and your PATH should be able to find thrax binaries. + +`sh run.sh` in `ITN` dir. check Makefile for grammar dependency. + +## possible future work + +Since TN is a typical "done is better than perfect" module in context of ASR, and the current state is sufficient for my purpose, I probably won't update this repo frequently. + +there are indeed something that needs to be improved: + +* For TN, NSW normalizers in TN dir are based on regular expression, I've found some unintended matches, those pattern regexps need to be refined for more precise TN coverage. + +* For ITN, extend those thrax rewriting grammars to cover more scenarios. + +* Further more, nowadays commercial systems start to introduce RNN-like models into TN, and a mix of (rule-based & model-based) system is state-of-the-art. More readings about this, look for Richard Sproat and KyleGorman's work at Google. + +END diff --git a/third_party/chinese_text_normalization/python/cn_tn.py b/third_party/chinese_text_normalization/python/cn_tn.py new file mode 100755 index 000000000..bac1c19ea --- /dev/null +++ b/third_party/chinese_text_normalization/python/cn_tn.py @@ -0,0 +1,794 @@ +#!/usr/bin/env python3 +# coding=utf-8 +# Authors: +# 2019.5 Zhiyang Zhou (https://github.com/Joee1995/chn_text_norm.git) +# 2019.9 Jiayu DU +# +# requirements: +# - python 3.X +# notes: python 2.X WILL fail or produce misleading results + +import sys, os, argparse, codecs, string, re + +# ================================================================================ # +# basic constant +# ================================================================================ # +CHINESE_DIGIS = u'零一二三四五六七八九' +BIG_CHINESE_DIGIS_SIMPLIFIED = u'零壹贰叁肆伍陆柒捌玖' +BIG_CHINESE_DIGIS_TRADITIONAL = u'零壹貳參肆伍陸柒捌玖' +SMALLER_BIG_CHINESE_UNITS_SIMPLIFIED = u'十百千万' +SMALLER_BIG_CHINESE_UNITS_TRADITIONAL = u'拾佰仟萬' +LARGER_CHINESE_NUMERING_UNITS_SIMPLIFIED = u'亿兆京垓秭穰沟涧正载' +LARGER_CHINESE_NUMERING_UNITS_TRADITIONAL = u'億兆京垓秭穰溝澗正載' +SMALLER_CHINESE_NUMERING_UNITS_SIMPLIFIED = u'十百千万' +SMALLER_CHINESE_NUMERING_UNITS_TRADITIONAL = u'拾佰仟萬' + +ZERO_ALT = u'〇' +ONE_ALT = u'幺' +TWO_ALTS = [u'两', u'兩'] + +POSITIVE = [u'正', u'正'] +NEGATIVE = [u'负', u'負'] +POINT = [u'点', u'點'] +# PLUS = [u'加', u'加'] +# SIL = [u'杠', u'槓'] + +# 中文数字系统类型 +NUMBERING_TYPES = ['low', 'mid', 'high'] + +CURRENCY_NAMES = '(人民币|美元|日元|英镑|欧元|马克|法郎|加拿大元|澳元|港币|先令|芬兰马克|爱尔兰镑|' \ + '里拉|荷兰盾|埃斯库多|比塞塔|印尼盾|林吉特|新西兰元|比索|卢布|新加坡元|韩元|泰铢)' +CURRENCY_UNITS = '((亿|千万|百万|万|千|百)|(亿|千万|百万|万|千|百|)元|(亿|千万|百万|万|千|百|)块|角|毛|分)' +COM_QUANTIFIERS = '(匹|张|座|回|场|尾|条|个|首|阙|阵|网|炮|顶|丘|棵|只|支|袭|辆|挑|担|颗|壳|窠|曲|墙|群|腔|' \ + '砣|座|客|贯|扎|捆|刀|令|打|手|罗|坡|山|岭|江|溪|钟|队|单|双|对|出|口|头|脚|板|跳|枝|件|贴|' \ + '针|线|管|名|位|身|堂|课|本|页|家|户|层|丝|毫|厘|分|钱|两|斤|担|铢|石|钧|锱|忽|(千|毫|微)克|' \ + '毫|厘|分|寸|尺|丈|里|寻|常|铺|程|(千|分|厘|毫|微)米|撮|勺|合|升|斗|石|盘|碗|碟|叠|桶|笼|盆|' \ + '盒|杯|钟|斛|锅|簋|篮|盘|桶|罐|瓶|壶|卮|盏|箩|箱|煲|啖|袋|钵|年|月|日|季|刻|时|周|天|秒|分|旬|' \ + '纪|岁|世|更|夜|春|夏|秋|冬|代|伏|辈|丸|泡|粒|颗|幢|堆|条|根|支|道|面|片|张|颗|块)' + +# punctuation information are based on Zhon project (https://github.com/tsroten/zhon.git) +CHINESE_PUNC_STOP = '！？｡。' +CHINESE_PUNC_NON_STOP = '＂＃＄％＆＇（）＊＋，－／：；＜＝＞＠［＼］＾＿｀｛｜｝～｟｠｢｣､、〃《》「」『』【】〔〕〖〗〘〙〚〛〜〝〞〟〰〾〿–—‘’‛“”„‟…‧﹏' +CHINESE_PUNC_OTHER = '·〈〉-' +CHINESE_PUNC_LIST = CHINESE_PUNC_STOP + CHINESE_PUNC_NON_STOP + CHINESE_PUNC_OTHER + +# ================================================================================ # +# basic class +# ================================================================================ # +class ChineseChar(object): + """ + 中文字符 + 每个字符对应简体和繁体, + e.g. 简体 = '负', 繁体 = '負' + 转换时可转换为简体或繁体 + """ + + def __init__(self, simplified, traditional): + self.simplified = simplified + self.traditional = traditional + #self.__repr__ = self.__str__ + + def __str__(self): + return self.simplified or self.traditional or None + + def __repr__(self): + return self.__str__() + + +class ChineseNumberUnit(ChineseChar): + """ + 中文数字/数位字符 + 每个字符除繁简体外还有一个额外的大写字符 + e.g. '陆' 和 '陸' + """ + + def __init__(self, power, simplified, traditional, big_s, big_t): + super(ChineseNumberUnit, self).__init__(simplified, traditional) + self.power = power + self.big_s = big_s + self.big_t = big_t + + def __str__(self): + return '10^{}'.format(self.power) + + @classmethod + def create(cls, index, value, numbering_type=NUMBERING_TYPES[1], small_unit=False): + + if small_unit: + return ChineseNumberUnit(power=index + 1, + simplified=value[0], traditional=value[1], big_s=value[1], big_t=value[1]) + elif numbering_type == NUMBERING_TYPES[0]: + return ChineseNumberUnit(power=index + 8, + simplified=value[0], traditional=value[1], big_s=value[0], big_t=value[1]) + elif numbering_type == NUMBERING_TYPES[1]: + return ChineseNumberUnit(power=(index + 2) * 4, + simplified=value[0], traditional=value[1], big_s=value[0], big_t=value[1]) + elif numbering_type == NUMBERING_TYPES[2]: + return ChineseNumberUnit(power=pow(2, index + 3), + simplified=value[0], traditional=value[1], big_s=value[0], big_t=value[1]) + else: + raise ValueError( + 'Counting type should be in {0} ({1} provided).'.format(NUMBERING_TYPES, numbering_type)) + + +class ChineseNumberDigit(ChineseChar): + """ + 中文数字字符 + """ + + def __init__(self, value, simplified, traditional, big_s, big_t, alt_s=None, alt_t=None): + super(ChineseNumberDigit, self).__init__(simplified, traditional) + self.value = value + self.big_s = big_s + self.big_t = big_t + self.alt_s = alt_s + self.alt_t = alt_t + + def __str__(self): + return str(self.value) + + @classmethod + def create(cls, i, v): + return ChineseNumberDigit(i, v[0], v[1], v[2], v[3]) + + +class ChineseMath(ChineseChar): + """ + 中文数位字符 + """ + + def __init__(self, simplified, traditional, symbol, expression=None): + super(ChineseMath, self).__init__(simplified, traditional) + self.symbol = symbol + self.expression = expression + self.big_s = simplified + self.big_t = traditional + + +CC, CNU, CND, CM = ChineseChar, ChineseNumberUnit, ChineseNumberDigit, ChineseMath + + +class NumberSystem(object): + """ + 中文数字系统 + """ + pass + + +class MathSymbol(object): + """ + 用于中文数字系统的数学符号 (繁/简体), e.g. + positive = ['正', '正'] + negative = ['负', '負'] + point = ['点', '點'] + """ + + def __init__(self, positive, negative, point): + self.positive = positive + self.negative = negative + self.point = point + + def __iter__(self): + for v in self.__dict__.values(): + yield v + + +# class OtherSymbol(object): +# """ +# 其他符号 +# """ +# +# def __init__(self, sil): +# self.sil = sil +# +# def __iter__(self): +# for v in self.__dict__.values(): +# yield v + + +# ================================================================================ # +# basic utils +# ================================================================================ # +def create_system(numbering_type=NUMBERING_TYPES[1]): + """ + 根据数字系统类型返回创建相应的数字系统，默认为 mid + NUMBERING_TYPES = ['low', 'mid', 'high']: 中文数字系统类型 + low: '兆' = '亿' * '十' = $10^{9}$, '京' = '兆' * '十', etc. + mid: '兆' = '亿' * '万' = $10^{12}$, '京' = '兆' * '万', etc. + high: '兆' = '亿' * '亿' = $10^{16}$, '京' = '兆' * '兆', etc. + 返回对应的数字系统 + """ + + # chinese number units of '亿' and larger + all_larger_units = zip( + LARGER_CHINESE_NUMERING_UNITS_SIMPLIFIED, LARGER_CHINESE_NUMERING_UNITS_TRADITIONAL) + larger_units = [CNU.create(i, v, numbering_type, False) + for i, v in enumerate(all_larger_units)] + # chinese number units of '十, 百, 千, 万' + all_smaller_units = zip( + SMALLER_CHINESE_NUMERING_UNITS_SIMPLIFIED, SMALLER_CHINESE_NUMERING_UNITS_TRADITIONAL) + smaller_units = [CNU.create(i, v, small_unit=True) + for i, v in enumerate(all_smaller_units)] + # digis + chinese_digis = zip(CHINESE_DIGIS, CHINESE_DIGIS, + BIG_CHINESE_DIGIS_SIMPLIFIED, BIG_CHINESE_DIGIS_TRADITIONAL) + digits = [CND.create(i, v) for i, v in enumerate(chinese_digis)] + digits[0].alt_s, digits[0].alt_t = ZERO_ALT, ZERO_ALT + digits[1].alt_s, digits[1].alt_t = ONE_ALT, ONE_ALT + digits[2].alt_s, digits[2].alt_t = TWO_ALTS[0], TWO_ALTS[1] + + # symbols + positive_cn = CM(POSITIVE[0], POSITIVE[1], '+', lambda x: x) + negative_cn = CM(NEGATIVE[0], NEGATIVE[1], '-', lambda x: -x) + point_cn = CM(POINT[0], POINT[1], '.', lambda x, + y: float(str(x) + '.' + str(y))) + # sil_cn = CM(SIL[0], SIL[1], '-', lambda x, y: float(str(x) + '-' + str(y))) + system = NumberSystem() + system.units = smaller_units + larger_units + system.digits = digits + system.math = MathSymbol(positive_cn, negative_cn, point_cn) + # system.symbols = OtherSymbol(sil_cn) + return system + + +def chn2num(chinese_string, numbering_type=NUMBERING_TYPES[1]): + + def get_symbol(char, system): + for u in system.units: + if char in [u.traditional, u.simplified, u.big_s, u.big_t]: + return u + for d in system.digits: + if char in [d.traditional, d.simplified, d.big_s, d.big_t, d.alt_s, d.alt_t]: + return d + for m in system.math: + if char in [m.traditional, m.simplified]: + return m + + def string2symbols(chinese_string, system): + int_string, dec_string = chinese_string, '' + for p in [system.math.point.simplified, system.math.point.traditional]: + if p in chinese_string: + int_string, dec_string = chinese_string.split(p) + break + return [get_symbol(c, system) for c in int_string], \ + [get_symbol(c, system) for c in dec_string] + + def correct_symbols(integer_symbols, system): + """ + 一百八 to 一百八十 + 一亿一千三百万 to 一亿 一千万 三百万 + """ + + if integer_symbols and isinstance(integer_symbols[0], CNU): + if integer_symbols[0].power == 1: + integer_symbols = [system.digits[1]] + integer_symbols + + if len(integer_symbols) > 1: + if isinstance(integer_symbols[-1], CND) and isinstance(integer_symbols[-2], CNU): + integer_symbols.append( + CNU(integer_symbols[-2].power - 1, None, None, None, None)) + + result = [] + unit_count = 0 + for s in integer_symbols: + if isinstance(s, CND): + result.append(s) + unit_count = 0 + elif isinstance(s, CNU): + current_unit = CNU(s.power, None, None, None, None) + unit_count += 1 + + if unit_count == 1: + result.append(current_unit) + elif unit_count > 1: + for i in range(len(result)): + if isinstance(result[-i - 1], CNU) and result[-i - 1].power < current_unit.power: + result[-i - 1] = CNU(result[-i - 1].power + + current_unit.power, None, None, None, None) + return result + + def compute_value(integer_symbols): + """ + Compute the value. + When current unit is larger than previous unit, current unit * all previous units will be used as all previous units. + e.g. '两千万' = 2000 * 10000 not 2000 + 10000 + """ + value = [0] + last_power = 0 + for s in integer_symbols: + if isinstance(s, CND): + value[-1] = s.value + elif isinstance(s, CNU): + value[-1] *= pow(10, s.power) + if s.power > last_power: + value[:-1] = list(map(lambda v: v * + pow(10, s.power), value[:-1])) + last_power = s.power + value.append(0) + return sum(value) + + system = create_system(numbering_type) + int_part, dec_part = string2symbols(chinese_string, system) + int_part = correct_symbols(int_part, system) + int_str = str(compute_value(int_part)) + dec_str = ''.join([str(d.value) for d in dec_part]) + if dec_part: + return '{0}.{1}'.format(int_str, dec_str) + else: + return int_str + + +def num2chn(number_string, numbering_type=NUMBERING_TYPES[1], big=False, + traditional=False, alt_zero=False, alt_one=False, alt_two=True, + use_zeros=True, use_units=True): + + def get_value(value_string, use_zeros=True): + + striped_string = value_string.lstrip('0') + + # record nothing if all zeros + if not striped_string: + return [] + + # record one digits + elif len(striped_string) == 1: + if use_zeros and len(value_string) != len(striped_string): + return [system.digits[0], system.digits[int(striped_string)]] + else: + return [system.digits[int(striped_string)]] + + # recursively record multiple digits + else: + result_unit = next(u for u in reversed( + system.units) if u.power < len(striped_string)) + result_string = value_string[:-result_unit.power] + return get_value(result_string) + [result_unit] + get_value(striped_string[-result_unit.power:]) + + system = create_system(numbering_type) + + int_dec = number_string.split('.') + if len(int_dec) == 1: + int_string = int_dec[0] + dec_string = "" + elif len(int_dec) == 2: + int_string = int_dec[0] + dec_string = int_dec[1] + else: + raise ValueError( + "invalid input num string with more than one dot: {}".format(number_string)) + + if use_units and len(int_string) > 1: + result_symbols = get_value(int_string) + else: + result_symbols = [system.digits[int(c)] for c in int_string] + dec_symbols = [system.digits[int(c)] for c in dec_string] + if dec_string: + result_symbols += [system.math.point] + dec_symbols + + if alt_two: + liang = CND(2, system.digits[2].alt_s, system.digits[2].alt_t, + system.digits[2].big_s, system.digits[2].big_t) + for i, v in enumerate(result_symbols): + if isinstance(v, CND) and v.value == 2: + next_symbol = result_symbols[i + + 1] if i < len(result_symbols) - 1 else None + previous_symbol = result_symbols[i - 1] if i > 0 else None + if isinstance(next_symbol, CNU) and isinstance(previous_symbol, (CNU, type(None))): + if next_symbol.power != 1 and ((previous_symbol is None) or (previous_symbol.power != 1)): + result_symbols[i] = liang + + # if big is True, '两' will not be used and `alt_two` has no impact on output + if big: + attr_name = 'big_' + if traditional: + attr_name += 't' + else: + attr_name += 's' + else: + if traditional: + attr_name = 'traditional' + else: + attr_name = 'simplified' + + result = ''.join([getattr(s, attr_name) for s in result_symbols]) + + # if not use_zeros: + # result = result.strip(getattr(system.digits[0], attr_name)) + + if alt_zero: + result = result.replace( + getattr(system.digits[0], attr_name), system.digits[0].alt_s) + + if alt_one: + result = result.replace( + getattr(system.digits[1], attr_name), system.digits[1].alt_s) + + for i, p in enumerate(POINT): + if result.startswith(p): + return CHINESE_DIGIS[0] + result + + # ^10, 11, .., 19 + if len(result) >= 2 and result[1] in [SMALLER_CHINESE_NUMERING_UNITS_SIMPLIFIED[0], + SMALLER_CHINESE_NUMERING_UNITS_TRADITIONAL[0]] and \ + result[0] in [CHINESE_DIGIS[1], BIG_CHINESE_DIGIS_SIMPLIFIED[1], BIG_CHINESE_DIGIS_TRADITIONAL[1]]: + result = result[1:] + + return result + + +# ================================================================================ # +# different types of rewriters +# ================================================================================ # +class Cardinal: + """ + CARDINAL类 + """ + + def __init__(self, cardinal=None, chntext=None): + self.cardinal = cardinal + self.chntext = chntext + + def chntext2cardinal(self): + return chn2num(self.chntext) + + def cardinal2chntext(self): + return num2chn(self.cardinal) + +class Digit: + """ + DIGIT类 + """ + + def __init__(self, digit=None, chntext=None): + self.digit = digit + self.chntext = chntext + + # def chntext2digit(self): + # return chn2num(self.chntext) + + def digit2chntext(self): + return num2chn(self.digit, alt_two=False, use_units=False) + + +class TelePhone: + """ + TELEPHONE类 + """ + + def __init__(self, telephone=None, raw_chntext=None, chntext=None): + self.telephone = telephone + self.raw_chntext = raw_chntext + self.chntext = chntext + + # def chntext2telephone(self): + # sil_parts = self.raw_chntext.split('') + # self.telephone = '-'.join([ + # str(chn2num(p)) for p in sil_parts + # ]) + # return self.telephone + + def telephone2chntext(self, fixed=False): + + if fixed: + sil_parts = self.telephone.split('-') + self.raw_chntext = ''.join([ + num2chn(part, alt_two=False, use_units=False) for part in sil_parts + ]) + self.chntext = self.raw_chntext.replace('', '') + else: + sp_parts = self.telephone.strip('+').split() + self.raw_chntext = ''.join([ + num2chn(part, alt_two=False, use_units=False) for part in sp_parts + ]) + self.chntext = self.raw_chntext.replace('', '') + return self.chntext + + +class Fraction: + """ + FRACTION类 + """ + + def __init__(self, fraction=None, chntext=None): + self.fraction = fraction + self.chntext = chntext + + def chntext2fraction(self): + denominator, numerator = self.chntext.split('分之') + return chn2num(numerator) + '/' + chn2num(denominator) + + def fraction2chntext(self): + numerator, denominator = self.fraction.split('/') + return num2chn(denominator) + '分之' + num2chn(numerator) + + +class Date: + """ + DATE类 + """ + + def __init__(self, date=None, chntext=None): + self.date = date + self.chntext = chntext + + # def chntext2date(self): + # chntext = self.chntext + # try: + # year, other = chntext.strip().split('年', maxsplit=1) + # year = Digit(chntext=year).digit2chntext() + '年' + # except ValueError: + # other = chntext + # year = '' + # if other: + # try: + # month, day = other.strip().split('月', maxsplit=1) + # month = Cardinal(chntext=month).chntext2cardinal() + '月' + # except ValueError: + # day = chntext + # month = '' + # if day: + # day = Cardinal(chntext=day[:-1]).chntext2cardinal() + day[-1] + # else: + # month = '' + # day = '' + # date = year + month + day + # self.date = date + # return self.date + + def date2chntext(self): + date = self.date + try: + year, other = date.strip().split('年', 1) + year = Digit(digit=year).digit2chntext() + '年' + except ValueError: + other = date + year = '' + if other: + try: + month, day = other.strip().split('月', 1) + month = Cardinal(cardinal=month).cardinal2chntext() + '月' + except ValueError: + day = date + month = '' + if day: + day = Cardinal(cardinal=day[:-1]).cardinal2chntext() + day[-1] + else: + month = '' + day = '' + chntext = year + month + day + self.chntext = chntext + return self.chntext + + +class Money: + """ + MONEY类 + """ + + def __init__(self, money=None, chntext=None): + self.money = money + self.chntext = chntext + + # def chntext2money(self): + # return self.money + + def money2chntext(self): + money = self.money + pattern = re.compile(r'(\d+(\.\d+)?)') + matchers = pattern.findall(money) + if matchers: + for matcher in matchers: + money = money.replace(matcher[0], Cardinal(cardinal=matcher[0]).cardinal2chntext()) + self.chntext = money + return self.chntext + + +class Percentage: + """ + PERCENTAGE类 + """ + + def __init__(self, percentage=None, chntext=None): + self.percentage = percentage + self.chntext = chntext + + def chntext2percentage(self): + return chn2num(self.chntext.strip().strip('百分之')) + '%' + + def percentage2chntext(self): + return '百分之' + num2chn(self.percentage.strip().strip('%')) + + +# ================================================================================ # +# NSW Normalizer +# ================================================================================ # +class NSWNormalizer: + def __init__(self, raw_text): + self.raw_text = '^' + raw_text + '$' + self.norm_text = '' + + def _particular(self): + text = self.norm_text + pattern = re.compile(r"(([a-zA-Z]+)二([a-zA-Z]+))") + matchers = pattern.findall(text) + if matchers: + # print('particular') + for matcher in matchers: + text = text.replace(matcher[0], matcher[1]+'2'+matcher[2], 1) + self.norm_text = text + return self.norm_text + + def normalize(self): + text = self.raw_text + + # 规范化日期 + pattern = re.compile(r"\D+((([089]\d|(19|20)\d{2})年)?(\d{1,2}月(\d{1,2}[日号])?)?)") + matchers = pattern.findall(text) + if matchers: + #print('date') + for matcher in matchers: + text = text.replace(matcher[0], Date(date=matcher[0]).date2chntext(), 1) + + # 规范化金钱 + pattern = re.compile(r"\D+((\d+(\.\d+)?)[多余几]?" + CURRENCY_UNITS + r"(\d" + CURRENCY_UNITS + r"?)?)") + matchers = pattern.findall(text) + if matchers: + #print('money') + for matcher in matchers: + text = text.replace(matcher[0], Money(money=matcher[0]).money2chntext(), 1) + + # 规范化固话/手机号码 + # 手机 + # http://www.jihaoba.com/news/show/13680 + # 移动：139、138、137、136、135、134、159、158、157、150、151、152、188、187、182、183、184、178、198 + # 联通：130、131、132、156、155、186、185、176 + # 电信：133、153、189、180、181、177 + pattern = re.compile(r"\D((\+?86 ?)?1([38]\d|5[0-35-9]|7[678]|9[89])\d{8})\D") + matchers = pattern.findall(text) + if matchers: + #print('telephone') + for matcher in matchers: + text = text.replace(matcher[0], TelePhone(telephone=matcher[0]).telephone2chntext(), 1) + # 固话 + pattern = re.compile(r"\D((0(10|2[1-3]|[3-9]\d{2})-?)?[1-9]\d{6,7})\D") + matchers = pattern.findall(text) + if matchers: + # print('fixed telephone') + for matcher in matchers: + text = text.replace(matcher[0], TelePhone(telephone=matcher[0]).telephone2chntext(fixed=True), 1) + + # 规范化分数 + pattern = re.compile(r"(\d+/\d+)") + matchers = pattern.findall(text) + if matchers: + #print('fraction') + for matcher in matchers: + text = text.replace(matcher, Fraction(fraction=matcher).fraction2chntext(), 1) + + # 规范化百分数 + text = text.replace('％', '%') + pattern = re.compile(r"(\d+(\.\d+)?%)") + matchers = pattern.findall(text) + if matchers: + #print('percentage') + for matcher in matchers: + text = text.replace(matcher[0], Percentage(percentage=matcher[0]).percentage2chntext(), 1) + + # 规范化纯数+量词 + pattern = re.compile(r"(\d+(\.\d+)?)[多余几]?" + COM_QUANTIFIERS) + matchers = pattern.findall(text) + if matchers: + #print('cardinal+quantifier') + for matcher in matchers: + text = text.replace(matcher[0], Cardinal(cardinal=matcher[0]).cardinal2chntext(), 1) + + # 规范化数字编号 + pattern = re.compile(r"(\d{4,32})") + matchers = pattern.findall(text) + if matchers: + #print('digit') + for matcher in matchers: + text = text.replace(matcher, Digit(digit=matcher).digit2chntext(), 1) + + # 规范化纯数 + pattern = re.compile(r"(\d+(\.\d+)?)") + matchers = pattern.findall(text) + if matchers: + #print('cardinal') + for matcher in matchers: + text = text.replace(matcher[0], Cardinal(cardinal=matcher[0]).cardinal2chntext(), 1) + + self.norm_text = text + self._particular() + + return self.norm_text.lstrip('^').rstrip('$') + + +def nsw_test_case(raw_text): + print('I:' + raw_text) + print('O:' + NSWNormalizer(raw_text).normalize()) + print('') + + +def nsw_test(): + nsw_test_case('固话：0595-23865596或23880880。') + nsw_test_case('固话：0595-23865596或23880880。') + nsw_test_case('手机：+86 19859213959或15659451527。') + nsw_test_case('分数：32477/76391。') + nsw_test_case('百分数：80.03%。') + nsw_test_case('编号：31520181154418。') + nsw_test_case('纯数：2983.07克或12345.60米。') + nsw_test_case('日期：1999年2月20日或09年3月15号。') + nsw_test_case('金钱：12块5，34.5元，20.1万') + nsw_test_case('特殊：O2O或B2C。') + nsw_test_case('3456万吨') + nsw_test_case('2938个') + nsw_test_case('938') + nsw_test_case('今天吃了115个小笼包231个馒头') + nsw_test_case('有62％的概率') + + +if __name__ == '__main__': + #nsw_test() + + p = argparse.ArgumentParser() + p.add_argument('ifile', help='input filename, assume utf-8 encoding') + p.add_argument('ofile', help='output filename') + p.add_argument('--to_upper', action='store_true', help='convert to upper case') + p.add_argument('--to_lower', action='store_true', help='convert to lower case') + p.add_argument('--has_key', action='store_true', help="input text has Kaldi's key as first field.") + p.add_argument('--log_interval', type=int, default=100000, help='log interval in number of processed lines') + args = p.parse_args() + + ifile = codecs.open(args.ifile, 'r', 'utf8') + ofile = codecs.open(args.ofile, 'w+', 'utf8') + + n = 0 + for l in ifile: + key = '' + text = '' + if args.has_key: + cols = l.split(maxsplit=1) + key = cols[0] + if len(cols) == 2: + text = cols[1].strip() + else: + text = '' + else: + text = l.strip() + + # cases + if args.to_upper and args.to_lower: + sys.stderr.write('cn_tn.py: to_upper OR to_lower?') + exit(1) + if args.to_upper: + text = text.upper() + if args.to_lower: + text = text.lower() + + # NSW(Non-Standard-Word) normalization + text = NSWNormalizer(text).normalize() + + # Punctuations removal + old_chars = CHINESE_PUNC_LIST + string.punctuation # includes all CN and EN punctuations + new_chars = ' ' * len(old_chars) + del_chars = '' + text = text.translate(str.maketrans(old_chars, new_chars, del_chars)) + + # + if args.has_key: + ofile.write(key + '\t' + text + '\n') + else: + if text.strip() != '': # skip empty line in pure text format(without Kaldi's utt key) + ofile.write(text + '\n') + + n += 1 + if n % args.log_interval == 0: + sys.stderr.write("cn_tn.py: {} lines done.\n".format(n)) + sys.stderr.flush() + + sys.stderr.write("cn_tn.py: {} lines done in total.\n".format(n)) + sys.stderr.flush() + + ifile.close() + ofile.close() diff --git a/third_party/chinese_text_normalization/python/example_kaldi.txt b/third_party/chinese_text_normalization/python/example_kaldi.txt new file mode 100644 index 000000000..07af5674b --- /dev/null +++ b/third_party/chinese_text_normalization/python/example_kaldi.txt @@ -0,0 +1,7 @@ +UTT000 这块黄金重达324.75克 +UTT001 她出生于86年8月18日，她弟弟出生于1995年3月1日 +UTT002 电影中梁朝伟扮演的陈永仁的编号27149 +UTT003 现场有7/12的观众投出了赞成票 +UTT004 随便来几个价格12块5，34.5元，20.1万 +UTT005 明天有62％的概率降雨 +UTT006 这是固话0421-33441122或这是手机+86 18544139121 diff --git a/third_party/chinese_text_normalization/python/example_plain.txt b/third_party/chinese_text_normalization/python/example_plain.txt new file mode 100644 index 000000000..14e5a09fe --- /dev/null +++ b/third_party/chinese_text_normalization/python/example_plain.txt @@ -0,0 +1,7 @@ +这块黄金重达324.75克 +她出生于86年8月18日，她弟弟出生于1995年3月1日 +电影中梁朝伟扮演的陈永仁的编号27149 +现场有7/12的观众投出了赞成票 +随便来几个价格12块5，34.5元，20.1万 +明天有62％的概率降雨 +这是固话0421-33441122或这是手机+86 18544139121 diff --git a/third_party/chinese_text_normalization/python/run.sh b/third_party/chinese_text_normalization/python/run.sh new file mode 100644 index 000000000..0866d72f0 --- /dev/null +++ b/third_party/chinese_text_normalization/python/run.sh @@ -0,0 +1,8 @@ +# for plain text +python3 cn_tn.py example_plain.txt output_plain.txt +diff example_plain.txt output_plain.txt + +# for Kaldi's trans format +python3 cn_tn.py --has_key example_kaldi.txt output_kaldi.txt +diff example_kaldi.txt output_kaldi.txt + diff --git a/third_party/chinese_text_normalization/thrax/INSTALL.txt b/third_party/chinese_text_normalization/thrax/INSTALL.txt new file mode 100644 index 000000000..dcbd58c50 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/INSTALL.txt @@ -0,0 +1,24 @@ +0. place install_thrax.sh into $KALDI/tools/extras/ + +1. recompile openfst with necessary option "--enable-grm" to support thrax: +* cd $KALDI_ROOT/tools +* make clean +* edit $KALDI_ROOT/tools/Makefile, append "--enable-grm" option to OPENFST_CONFIGURE: +OPENFST_CONFIGURE ?= --enable-static --enable-shared --enable-far --enable-ngram-fsts --enable-lookahead-fsts --with-pic --enable-grm +* make -j 10 + +2. install thrax +cd $KALDI_ROOT/tools +sh extras/install_thrax.sh + +3. add thrax binary path into $KALDI_ROOT/tools/env.sh: +export PATH=/path/to/your/kaldi_root/tools/thrax-1.2.9/src/bin:${PATH} + +usage: +before you run anything related to thrax, use: +. $KALDI_ROOT/tools/env.sh +to enable binary finding, like what we always do in kaldi. + +sample usage: +sh run_en.sh +sh run_cn.sh diff --git a/third_party/chinese_text_normalization/thrax/install_thrax.sh b/third_party/chinese_text_normalization/thrax/install_thrax.sh new file mode 100755 index 000000000..20d2757b9 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/install_thrax.sh @@ -0,0 +1,12 @@ +#!/bin/bash +## This script should be placed under $KALDI_ROOT/tools/extras/, and see INSTALL.txt for installation guide +if [ ! -f thrax-1.2.9.tar.gz ]; then + wget http://www.openfst.org/twiki/pub/GRM/ThraxDownload/thrax-1.2.9.tar.gz + tar -zxf thrax-1.2.9.tar.gz +fi +cd thrax-1.2.9 +OPENFSTPREFIX=`pwd`/../openfst +LDFLAGS="-L${OPENFSTPREFIX}/lib" CXXFLAGS="-I${OPENFSTPREFIX}/include" ./configure --prefix ${OPENFSTPREFIX} +make -j 10; make install +cd 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zjIO2Ns3dNLaFe4ME)+04rLI6i zax!Dj^-OV@n{38D61O`TXw*FO8|-!a7(}CaJ!NnPQ<$7CWhrTC=^_^1EMCbPfHN$4 pK!%W}aLNEt%p8#V+YsZ-%Pm3kW{S17$3`7amvGB1nZvRY{tM" | "?" | "@" | "\[" | "\\" | + "\]" | "^" | "_" | "`" | "{" | "|" | "}" | "~" +]; + +export kGraph = Optimize[kAlnum | kPunct]; diff --git a/third_party/chinese_text_normalization/thrax/src/cn/date.grm b/third_party/chinese_text_normalization/thrax/src/cn/date.grm new file mode 100644 index 000000000..546937383 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/cn/date.grm @@ -0,0 +1,10 @@ +import 'byte.grm' as b; +import 'number.grm' as n; + +date_day = n.number_1_to_99 ("日"|"号"); +date_month_day = n.number_1_to_99 "月" date_day; +date_year_month_day = ((n.number_0_to_9){2,4} | n.number) "年" date_month_day; + +date = date_year_month_day | date_month_day | date_day; + +export DATE = CDRewrite[date, "", "", b.kBytes*]; diff --git a/third_party/chinese_text_normalization/thrax/src/cn/hotfix.grm b/third_party/chinese_text_normalization/thrax/src/cn/hotfix.grm new file mode 100644 index 000000000..f1a43cdf2 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/cn/hotfix.grm @@ -0,0 +1,5 @@ +import 'byte.grm' as b; +hotfix = StringFile['hotfix.list']; + +export HOTFIX = CDRewrite[hotfix, "", "", b.kBytes*]; + diff --git a/third_party/chinese_text_normalization/thrax/src/cn/hotfix.list b/third_party/chinese_text_normalization/thrax/src/cn/hotfix.list new file mode 100644 index 000000000..7234996e9 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/cn/hotfix.list @@ -0,0 +1,18 @@ +0头 零头 +10字 十字 +东4环 东4环 -1.0 +东4 东四 -0.5 +4惠 四惠 +3元桥 三元桥 +4平市 四平市 +5台山 五台山 +西2旗 西二旗 +西3旗 西三旗 +4道口 四道口 -1.0 +5道口 五道口 -1.0 +6道口 六道口 -1.0 +6里桥 六里桥 +7里庄 七里庄 +8宝山 八宝山 +9颗松 九棵松 +10里堡 十里堡 diff --git a/third_party/chinese_text_normalization/thrax/src/cn/itn.grm b/third_party/chinese_text_normalization/thrax/src/cn/itn.grm new file mode 100644 index 000000000..709ce6c66 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/cn/itn.grm @@ -0,0 +1,9 @@ +import 'byte.grm' as b; +import 'number.grm' as number; +import 'hotfix.grm' as hotfix; +import 'percentage.grm' as percentage; +import 'date.grm' as date; +import 'amount.grm' as amount; # seems not useful for now + +export ITN = Optimize[percentage.PERCENTAGE @ (date.DATE <-1>) @ number.NUMBER @ hotfix.HOTFIX]; + diff --git a/third_party/chinese_text_normalization/thrax/src/cn/number.grm b/third_party/chinese_text_normalization/thrax/src/cn/number.grm new file mode 100644 index 000000000..1e9a86545 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/cn/number.grm @@ -0,0 +1,61 @@ +import 'byte.grm' as b; + +number_1_to_9 = ( + ("一":"1") | ("幺":"1") | + ("二":"2") | ("两":"2") | + ("三":"3") | + ("四":"4") | + ("五":"5") | + ("六":"6") | + ("七":"7") | + ("八":"8") | + ("九":"9") +); + +export number_0_to_9 = (("零":"0") | number_1_to_9); + +number_10_to_19 = ( + ("十":"10") | + ("十一":"11") | + ("十二":"12") | + ("十三":"13") | + ("十四":"14") | + ("十五":"15") | + ("十六":"16") | + ("十七":"17") | + ("十八":"18") | + ("十九":"19") +); + +number_10s = (number_1_to_9 ("十":"")); +number_100s = (number_1_to_9 ("百":"")); +number_1000s = (number_1_to_9 ("千":"")); +number_10000s = (number_1_to_9 ("万":"")); + +number_10_to_99 = ( + ((number_10s number_1_to_9)<-0.3>) | + ((number_10s ("":"0"))<-0.2>) | + (number_10_to_19 <-0.1>) +); + +export number_1_to_99 = (number_1_to_9 | number_10_to_99); + +number_100_to_999 = ( + ((number_100s ("零":"0") number_1_to_9)<0.0>)| + ((number_100s number_10_to_99)<0.0>) | + ((number_100s number_1_to_9 ("":"0"))<0.0>) | + ((number_100s ("":"00"))<0.1>) +); + +number_1000_to_9999 = ( + ((number_1000s number_100_to_999)<0.0>) | + ((number_1000s ("零":"0") number_10_to_99)<0.0>)| + ((number_1000s ("零":"00") number_1_to_9)<0.0>)| + ((number_1000s ("":"000"))<1>) | + ((number_1000s number_1_to_9 ("":"00"))<0.0>) +); + +export number = number_1_to_99 | (number_100_to_999 <-1>) | (number_1000_to_9999 <-2>); + +export NUMBER = CDRewrite[number, "", "", b.kBytes*]; + diff --git a/third_party/chinese_text_normalization/thrax/src/cn/percentage.grm b/third_party/chinese_text_normalization/thrax/src/cn/percentage.grm new file mode 100644 index 000000000..d9f92a36e --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/cn/percentage.grm @@ -0,0 +1,8 @@ +import 'byte.grm' as b; +import 'number.grm' as n; + +percentage = ( + ("百分之":"") n.number_1_to_99 ("":"%") +); + +export PERCENTAGE = CDRewrite[percentage, "", "", b.kBytes*]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/README.md b/third_party/chinese_text_normalization/thrax/src/en/README.md new file mode 100644 index 000000000..8157e807c --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/README.md @@ -0,0 +1,6 @@ +# English covering grammar definitions + +This directory defines a English text normalization covering grammar. The +primary entry-point is the FST `VERBALIZER`, defined in +`verbalizer/verbalizer.grm` and compiled in the FST archive +`verbalizer/verbalizer.far`. diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/Makefile b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/Makefile new file mode 100644 index 000000000..6318dc546 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/Makefile @@ -0,0 +1,3 @@ +verbalizer.far: verbalizer.grm util/util.far en/verbalizer/extra_numbers.far en/verbalizer/float.far en/verbalizer/math.far en/verbalizer/miscellaneous.far en/verbalizer/money.far en/verbalizer/numbers.far en/verbalizer/numbers_plus.far en/verbalizer/spelled.far en/verbalizer/spoken_punct.far en/verbalizer/time.far en/verbalizer/urls.far + thraxcompiler --input_grammar=$< --output_far=$@ + diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/cardinals.tsv b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/cardinals.tsv new file mode 100644 index 000000000..b4704ff3e --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/cardinals.tsv @@ -0,0 +1,32 @@ +0 zero +1 one +2 two +3 three +4 four +5 five +6 six +7 seven +8 eight +9 nine +10 ten +11 eleven +12 twelve +13 thirteen +14 fourteen +15 fifteen +16 sixteen +17 seventeen +18 eighteen +19 nineteen +20 twenty +30 thirty +40 forty +50 fifty +60 sixty +70 seventy +80 eighty +90 ninety +100 hundred +1000 thousand +1000000 million +1000000000 billion diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/extra_numbers.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/extra_numbers.grm new file mode 100644 index 000000000..a1fb370c4 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/extra_numbers.grm @@ -0,0 +1,35 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'en/verbalizer/numbers.grm' as n; + +digit = b.kDigit @ n.CARDINAL_NUMBERS | ("0" : "@@OTHER_ZERO_VERBALIZATIONS@@"); + +export DIGITS = digit (n.I[" "] digit)*; + +# Various common factorizations + +two_digits = b.kDigit{2} @ n.CARDINAL_NUMBERS; + +three_digits = b.kDigit{3} @ n.CARDINAL_NUMBERS; + +mixed = + (digit n.I[" "] two_digits) + | (two_digits n.I[" "] two_digits) + | (two_digits n.I[" "] three_digits) + | (two_digits n.I[" "] two_digits n.I[" "] two_digits) +; + +export MIXED_NUMBERS = Optimize[mixed]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/factorization.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/factorization.grm new file mode 100644 index 000000000..22ecfa9f4 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/factorization.grm @@ -0,0 +1,40 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'util/util.grm' as u; +import 'en/verbalizer/numbers.grm' as n; + +func ToNumberName[expr] { + number_name_seq = n.CARDINAL_NUMBERS (" " n.CARDINAL_NUMBERS)*; + return Optimize[expr @ number_name_seq]; +} + +d = b.kDigit; + +leading_zero = CDRewrite[n.I[" "], ("[BOS]" | " ") "0", "", b.kBytes*]; + +by_ones = d n.I[" "]; +by_twos = (d{2} @ leading_zero) n.I[" "]; +by_threes = (d{3} @ leading_zero) n.I[" "]; + +groupings = by_twos* (by_threes | by_twos | by_ones); + +export FRACTIONAL_PART_UNGROUPED = + Optimize[ToNumberName[by_ones+ @ u.CLEAN_SPACES]] +; +export FRACTIONAL_PART_GROUPED = + Optimize[ToNumberName[groupings @ u.CLEAN_SPACES]] +; +export FRACTIONAL_PART_UNPARSED = Optimize[ToNumberName[d*]]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/float.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/float.grm new file mode 100644 index 000000000..00b7ea376 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/float.grm @@ -0,0 +1,30 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'en/verbalizer/factorization.grm' as f; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; + +fractional_part_ungrouped = f.FRACTIONAL_PART_UNGROUPED; +fractional_part_grouped = f.FRACTIONAL_PART_GROUPED; +fractional_part_unparsed = f.FRACTIONAL_PART_UNPARSED; + +__fractional_part__ = fractional_part_ungrouped | fractional_part_unparsed; +__decimal_marker__ = "."; + +export FLOAT = Optimize[ + (n.CARDINAL_NUMBERS + (__decimal_marker__ : " @@DECIMAL_DOT_EXPRESSION@@ ") + __fractional_part__) @ l.LEXICAL_MAP] +; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/g.fst b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/g.fst new file mode 100644 index 0000000000000000000000000000000000000000..135da015c7aeaa3e281eb2490ee24c2e604eb741 GIT binary patch literal 2558 zcmdUwNlwHt5Jkg0&+}~NX~W#G;w%W*f&_>q&6zk1w?U#_Qto`21oaM4(ogDlIkxM& z%KiEE@z$GV+3Wr7%i~kOdCxC54|g|Dcb(>AUB#>Q+;4f&d2bH6yJv5Jbr_BuaOOL9 zz?t{N0q-`PIwC(a2Vlg{9g$y{12EzZN93300F3yRBl0YJZ^k?i>_>p1$e{z?!y~al z=fCARXJa%+xaJ7g9O0THTyums9QMlKnj>6ugk$jxgZTjCtb@aJxE?THbLlgVKAa;K z9QZ}<)v;I$QP=XjVvUk#*$9)#8d@KtNledU%wy~s)4Cfsu9{C6SIyz7Ib1b|tLAXk z9Il$fRdYBw#rn{_q2;lIQIiJU>tFRiJY(J46dSZWqQ)AVPWC-xTs4NP#&Fdbt{THt zW4LMzSB>FXH(Ix|NsRjnU`0QabxXekjGnKXGxkEP?O-DTMjz?=^Tt&x*3>hGt5$H; z3V!aeSH5S}ig?2j7z<{}@M)vXyU2C(7$ zS)Nxg4zM()dtJ&$ly`eD4s1`?EB4f}%f;`ld#);0wbyi>)np#6t+gbkYlI}G^}3$K z^t+8b)}D@=K2JM&Z28!B?yqedtF`^t_m}Fk<9Yn-*`NP)yEgW}^eq1;^j6hba#yPc Ou@5@(Z?tENKKKSGa%&3! literal 0 HcmV?d00001 diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/lexical_map.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/lexical_map.grm new file mode 100644 index 000000000..a9b4ea490 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/lexical_map.grm @@ -0,0 +1,25 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; + +lexical_map = StringFile['en/verbalizer/lexical_map.tsv']; + +sigma_star = b.kBytes*; + +del_null = CDRewrite["__NULL__" : "", "", "", sigma_star]; + +export LEXICAL_MAP = Optimize[ + CDRewrite[lexical_map, "", "", sigma_star] @ del_null] +; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/lexical_map.tsv b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/lexical_map.tsv new file mode 100644 index 000000000..1e17034d8 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/lexical_map.tsv @@ -0,0 +1,74 @@ +@@CONNECTOR_RANGE@@ to +@@CONNECTOR_RATIO@@ to +@@CONNECTOR_BY@@ by +@@CONNECTOR_CONSECUTIVE_YEAR@@ to +@@JANUARY@@ january +@@FEBRUARY@@ february +@@MARCH@@ march +@@APRIL@@ april +@@MAY@@ may +@@JUNE@@ june +@@JULY@@ july +@@AUGUST@@ august +@@SEPTEMBER@@ september +@@OCTOBER@@ october +@@NOVEMBER@@ november +@@DECEMBER@@ december +@@MINUS@@ minus +@@DECIMAL_DOT_EXPRESSION@@ point +@@URL_DOT_EXPRESSION@@ dot +@@DECIMAL_EXPONENT@@ to the +@@DECIMAL_EXPONENT@@ to the power of +@@COLON@@ colon +@@SLASH@@ slash +@@SLASH@@ forward slash +@@DASH@@ dash +@@PASSWORD@@ password +@@AT@@ at +@@PORT@@ port +@@QUESTION_MARK@@ question mark +@@HASH@@ hash +@@HASH@@ hash tag +@@FRACTION_OVER@@ over +@@MONEY_AND@@ and +@@AND@@ and +@@PHONE_PLUS@@ plus +@@PHONE_EXTENSION@@ extension +@@TIME_AM@@ a m +@@TIME_PM@@ p m +@@HOUR@@ o'clock +@@MINUTE@@ minute +@@MINUTE@@ minutes +@@TIME_AFTER@@ after +@@TIME_AFTER@@ past +@@TIME_BEFORE@@ to +@@TIME_BEFORE@@ till +@@TIME_QUARTER@@ quarter +@@TIME_HALF@@ half +@@TIME_ZERO@@ oh +@@TIME_THREE_QUARTER@@ three quarters +@@ARITHMETIC_PLUS@@ plus +@@ARITHMETIC_TIMES@@ times +@@ARITHMETIC_TIMES@@ multiplied by +@@ARITHMETIC_MINUS@@ minus +@@ARITHMETIC_DIVISION@@ divided by +@@ARITHMETIC_DIVISION@@ over +@@ARITHMETIC_EQUALS@@ equals +@@PERCENT@@ percent +@@DEGREE@@ degree +@@DEGREE@@ degrees +@@SQUARE_ROOT@@ square root of +@@SQUARE_ROOT@@ the square root of +@@STAR@@ star +@@HYPHEN@@ hyphen +@@AT@@ at +@@PER@@ per +@@PERIOD@@ period +@@PERIOD@@ full stop +@@PERIOD@@ dot +@@EXCLAMATION_MARK@@ exclamation mark +@@EXCLAMATION_MARK@@ exclamation point +@@COMMA@@ comma +@@POSITIVE@@ positive +@@NEGATIVE@@ negative +@@OTHER_ZERO_VERBALIZATIONS@@ oh diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/math.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/math.grm new file mode 100644 index 000000000..764e6e02e --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/math.grm @@ -0,0 +1,34 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'en/verbalizer/float.grm' as f; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; + +float = f.FLOAT; +card = n.CARDINAL_NUMBERS; +number = card | float; + +plus = "+" : " @@ARITHMETIC_PLUS@@ "; +times = "*" : " @@ARITHMETIC_TIMES@@ "; +minus = "-" : " @@ARITHMETIC_MINUS@@ "; +division = "/" : " @@ARITHMETIC_DIVISION@@ "; + +operator = plus | times | minus | division; + +percent = "%" : " @@PERCENT@@"; + +export ARITHMETIC = + Optimize[((number operator number) | (number percent)) @ l.LEXICAL_MAP] +; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/miscellaneous.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/miscellaneous.grm new file mode 100644 index 000000000..3a087d95c --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/miscellaneous.grm @@ -0,0 +1,78 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'ru/classifier/cyrillic.grm' as c; +import 'en/verbalizer/extra_numbers.grm' as e; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; +import 'en/verbalizer/spelled.grm' as s; + +letter = b.kAlpha | c.kCyrillicAlpha; +dash = "-"; +word = letter+; +possibly_split_word = word (((dash | ".") : " ") word)* n.D["."]?; + +post_word_symbol = + ("+" : ("@@ARITHMETIC_PLUS@@" | "@@POSITIVE@@")) | + ("-" : ("@@ARITHMETIC_MINUS@@" | "@@NEGATIVE@@")) | + ("*" : "@@STAR@@") +; + +pre_word_symbol = + ("@" : "@@AT@@") | + ("/" : "@@SLASH@@") | + ("#" : "@@HASH@@") +; + +post_word = possibly_split_word n.I[" "] post_word_symbol; + +pre_word = pre_word_symbol n.I[" "] possibly_split_word; + +## Number/digit sequence combos, maybe with a dash + +spelled_word = word @ s.SPELLED_NO_LETTER; + +word_number = + (word | spelled_word) + (n.I[" "] | (dash : " ")) + (e.DIGITS | n.CARDINAL_NUMBERS | e.MIXED_NUMBERS) +; + +number_word = + (e.DIGITS | n.CARDINAL_NUMBERS | e.MIXED_NUMBERS) + (n.I[" "] | (dash : " ")) + (word | spelled_word) +; + +## Two-digit year. + +# Note that in this case to be fair we really have to allow ordinals too since +# in some languages that's what you would have. + +two_digit_year = n.D["'"] (b.kDigit{2} @ (n.CARDINAL_NUMBERS | e.DIGITS)); + +dot_com = ("." : "@@URL_DOT_EXPRESSION@@") n.I[" "] "com"; + +miscellaneous = Optimize[ + possibly_split_word + | post_word + | pre_word + | word_number + | number_word + | two_digit_year + | dot_com +]; + +export MISCELLANEOUS = Optimize[miscellaneous @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/money.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/money.grm new file mode 100644 index 000000000..e37a7f7b3 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/money.grm @@ -0,0 +1,44 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; + +card = n.CARDINAL_NUMBERS; + +__currency__ = StringFile['en/verbalizer/money.tsv']; + +d = b.kDigit; +D = d - "0"; + +cents = ((n.D["0"] | D) d) @ card; + +# Only dollar for the verbalizer tests for English. Will need to add other +# currencies. +usd_maj = Project["usd_maj" @ __currency__, 'output']; +usd_min = Project["usd_min" @ __currency__, 'output']; +and = " @@MONEY_AND@@ " | " "; + +dollar1 = + n.D["$"] card n.I[" " usd_maj] n.I[and] n.D["."] cents n.I[" " usd_min] +; + +dollar2 = n.D["$"] card n.I[" " usd_maj] n.D["."] n.D["00"]; + +dollar3 = n.D["$"] card n.I[" " usd_maj]; + +dollar = Optimize[dollar1 | dollar2 | dollar3]; + +export MONEY = Optimize[dollar @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/money.tsv b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/money.tsv new file mode 100644 index 000000000..f3965cf41 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/money.tsv @@ -0,0 +1,4 @@ +usd_maj dollar +usd_maj dollars +usd_min cent +usd_min cents diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/number_names.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/number_names.grm new file mode 100644 index 000000000..3e07532fe --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/number_names.grm @@ -0,0 +1,54 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# English minimally supervised number grammar. +# +# Supports both cardinals and ordinals without overt marking. +# +# The language-specific acceptor G was compiled with digit, teen, and decade +# preterminals. The lexicon transducer L is unambiguous so no LM is used. + +import 'util/arithmetic.grm' as a; + +# Intersects the universal factorization transducer (F) with the +# language-specific acceptor (G). + +d = a.DELTA_STAR; +f = a.IARITHMETIC_RESTRICTED; +g = LoadFst['en/verbalizer/g.fst']; +fg = Optimize[d @ Optimize[f @ Optimize[f @ Optimize[f @ g]]]]; +test1 = AssertEqual["230" @ fg, "(+ (* 2 100 *) 30 +)"]; + +# Compiles lexicon transducer (L). + +cardinal_name = StringFile['en/verbalizer/cardinals.tsv']; +cardinal_l = Optimize[(cardinal_name " ")* cardinal_name]; +test2 = AssertEqual["2 100 30" @ cardinal_l, "two hundred thirty"]; + +ordinal_name = StringFile['en/verbalizer/ordinals.tsv']; +# In English, ordinals have the same syntax as cardinals and all but the final +# element is verbalized using a cardinal number word; e.g., "two hundred +# thirtieth". +ordinal_l = Optimize[(cardinal_name " ")* ordinal_name]; +test3 = AssertEqual["2 100 30" @ ordinal_l, "two hundred thirtieth"]; + +# Composes L with the leaf transducer (P), then composes that with FG. + +p = a.LEAVES; + +export CARDINAL_NUMBER_NAME = Optimize[fg @ (p @ cardinal_l)]; +test4 = AssertEqual["230" @ CARDINAL_NUMBER_NAME, "two hundred thirty"]; + +export ORDINAL_NUMBER_NAME = Optimize[fg @ (p @ ordinal_l)]; +test5 = AssertEqual["230" @ ORDINAL_NUMBER_NAME, "two hundred thirtieth"]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/numbers.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/numbers.grm new file mode 100644 index 000000000..e158b7a02 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/numbers.grm @@ -0,0 +1,57 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'en/verbalizer/number_names.grm' as n; +import 'util/byte.grm' as bytelib; +import 'universal/thousands_punct.grm' as t; + +cardinal = n.CARDINAL_NUMBER_NAME; +ordinal = n.ORDINAL_NUMBER_NAME; + +# Putting these here since this grammar gets incorporated by all the others. + +func I[expr] { + return "" : expr; +} + +func D[expr] { + return expr : ""; +} + +separators = t.comma_thousands | t.no_delimiter; + +# Language specific endings for ordinals. +d = bytelib.kDigit; +endings = "st" | "nd" | "rd" | "th"; + +st = (d* "1") - (d* "11"); +nd = (d* "2") - (d* "12"); +rd = (d* "3") - (d* "13"); +th = Optimize[d* - st - nd - rd]; +first = st ("st" : ""); +second = nd ("nd" : ""); +third = rd ("rd" : ""); +other = th ("th" : ""); +marked_ordinal = Optimize[first | second | third | other]; + +# The separator is a no-op here but will be needed once we replace +# the above targets. + +export CARDINAL_NUMBERS = Optimize[separators @ cardinal]; + +export ORDINAL_NUMBERS = + Optimize[(separators endings) @ marked_ordinal @ ordinal] +; + +export ORDINAL_NUMBERS_UNMARKED = Optimize[separators @ ordinal]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/numbers_plus.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/numbers_plus.grm new file mode 100644 index 000000000..a152e8133 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/numbers_plus.grm @@ -0,0 +1,133 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# Grammar for things built mostly on numbers. + +import 'en/verbalizer/factorization.grm' as f; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; + +num = n.CARDINAL_NUMBERS; +ord = n.ORDINAL_NUMBERS_UNMARKED; +digits = f.FRACTIONAL_PART_UNGROUPED; + +# Various symbols. + +plus = "+" : "@@ARITHMETIC_PLUS@@"; +minus = "-" : "@@ARITHMETIC_MINUS@@"; +slash = "/" : "@@SLASH@@"; +dot = "." : "@@URL_DOT_EXPRESSION@@"; +dash = "-" : "@@DASH@@"; +equals = "=" : "@@ARITHMETIC_EQUALS@@"; + +degree = "°" : "@@DEGREE@@"; + +division = ("/" | "÷") : "@@ARITHMETIC_DIVISION@@"; + +times = ("x" | "*") : "@@ARITHMETIC_TIMES@@"; + +power = "^" : "@@DECIMAL_EXPONENT@@"; + +square_root = "√" : "@@SQUARE_ROOT@@"; + +percent = "%" : "@@PERCENT@@"; + +# Safe roman numbers. + +# NB: Do not change the formatting here. NO_EDIT must be on the same +# line as the path. +rfile = + 'universal/roman_numerals.tsv' # NO_EDIT +; + +roman = StringFile[rfile]; + +## Main categories. + +cat_dot_number = + num + n.I[" "] dot n.I[" "] num + (n.I[" "] dot n.I[" "] num)+ +; + +cat_slash_number = + num + n.I[" "] slash n.I[" "] num + (n.I[" "] slash n.I[" "] num)* +; + +cat_dash_number = + num + n.I[" "] dash n.I[" "] num + (n.I[" "] dash n.I[" "] num)* +; + +cat_signed_number = ((plus | minus) n.I[" "])? num; + +cat_degree = cat_signed_number n.I[" "] degree; + +cat_country_code = plus n.I[" "] (num | digits); + +cat_math_operations = + plus + | minus + | division + | times + | equals + | percent + | power + | square_root +; + +# Roman numbers are often either cardinals or ordinals in various languages. +cat_roman = roman @ (num | ord); + +# Allow +# +# number:number +# number-number +# +# to just be +# +# number number. + +cat_number_number = + num ((":" | "-") : " ") num +; + +# Some additional readings for these symbols. + +cat_additional_readings = + ("/" : "@@PER@@") | + ("+" : "@@AND@@") | + ("-" : ("@@HYPHEN@@" | "@@CONNECTOR_TO@@")) | + ("*" : "@@STAR@@") | + ("x" : ("x" | "@@CONNECTOR_BY@@")) | + ("@" : "@@AT@@") +; + +numbers_plus = Optimize[ + cat_dot_number + | cat_slash_number + | cat_dash_number + | cat_signed_number + | cat_degree + | cat_country_code + | cat_math_operations + | cat_roman + | cat_number_number + | cat_additional_readings +]; + +export NUMBERS_PLUS = Optimize[numbers_plus @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/ordinals.tsv b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/ordinals.tsv new file mode 100644 index 000000000..f4d3d37e0 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/ordinals.tsv @@ -0,0 +1,32 @@ +0 zeroth +1 first +2 second +3 third +4 fourth +5 fifth +6 sixth +7 seventh +8 eighth +9 ninth +10 tenth +11 eleventh +12 twelfth +13 thirteenth +14 fourteenth +15 fifteenth +16 sixteenth +17 seventeenth +18 eighteenth +19 nineteenth +20 twentieth +30 thirtieth +40 fortieth +50 fiftieth +60 sixtieth +70 seventieth +80 eightieth +90 ninetieth +100 hundredth +1000 thousandth +1000000 millionth +1000000000 billionth diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/params.tsv b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/params.tsv new file mode 100644 index 000000000..d31a8a4ae --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/params.tsv @@ -0,0 +1,7 @@ +float.grm __fractional_part__ = fractional_part_ungrouped | fractional_part_unparsed; +telephone.grm __grouping__ = f.UNGROUPED; +measure.grm __measure__ = StringFile['en/verbalizer/measures.tsv']; +money.grm __currency__ = StringFile['en/verbalizer/money.tsv']; +time.grm __sep__ = ":"; +time.grm __am__ = "a.m." | "am" | "AM"; +time.grm __pm__ = "p.m." | "pm" | "PM"; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/podspeech.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/podspeech.grm new file mode 100644 index 000000000..1c67c2e3f --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/podspeech.grm @@ -0,0 +1,46 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/util.grm' as util; +import 'util/case.grm' as case; +import 'en/verbalizer/extra_numbers.grm' as e; +import 'en/verbalizer/float.grm' as f; +import 'en/verbalizer/math.grm' as ma; +import 'en/verbalizer/miscellaneous.grm' as mi; +import 'en/verbalizer/money.grm' as mo; +import 'en/verbalizer/numbers.grm' as n; +import 'en/verbalizer/numbers_plus.grm' as np; +import 'en/verbalizer/spelled.grm' as s; +import 'en/verbalizer/spoken_punct.grm' as sp; +import 'en/verbalizer/time.grm' as t; +import 'en/verbalizer/urls.grm' as u; + +export POD_SPEECH_TN = Optimize[RmWeight[ + (u.URL + | e.MIXED_NUMBERS + | e.DIGITS + | f.FLOAT + | ma.ARITHMETIC + | mo.MONEY + | n.CARDINAL_NUMBERS + | n.ORDINAL_NUMBERS + | np.NUMBERS_PLUS + | s.SPELLED + | sp.SPOKEN_PUNCT + | t.TIME + | u.URL + | u.EMAILS) @ util.CLEAN_SPACES @ case.TOUPPER +]]; + +#export POD_SPEECH_TN = Optimize[RmWeight[(mi.MISCELLANEOUS) @ util.CLEAN_SPACES @ case.TOUPPER]]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/spelled.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/spelled.grm new file mode 100644 index 000000000..b04974d2a --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/spelled.grm @@ -0,0 +1,77 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# This verbalizer is used whenever there is an LM symbol that consists of +# letters immediately followed by "{spelled}".l This strips the "{spelled}" +# suffix. + +import 'util/byte.grm' as b; +import 'ru/classifier/cyrillic.grm' as c; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; + +digit = b.kDigit @ n.CARDINAL_NUMBERS; + +char_set = (("a" | "A") : "letter-a") + | (("b" | "B") : "letter-b") + | (("c" | "C") : "letter-c") + | (("d" | "D") : "letter-d") + | (("e" | "E") : "letter-e") + | (("f" | "F") : "letter-f") + | (("g" | "G") : "letter-g") + | (("h" | "H") : "letter-h") + | (("i" | "I") : "letter-i") + | (("j" | "J") : "letter-j") + | (("k" | "K") : "letter-k") + | (("l" | "L") : "letter-l") + | (("m" | "M") : "letter-m") + | (("n" | "N") : "letter-n") + | (("o" | "O") : "letter-o") + | (("p" | "P") : "letter-p") + | (("q" | "Q") : "letter-q") + | (("r" | "R") : "letter-r") + | (("s" | "S") : "letter-s") + | (("t" | "T") : "letter-t") + | (("u" | "U") : "letter-u") + | (("v" | "V") : "letter-v") + | (("w" | "W") : "letter-w") + | (("x" | "X") : "letter-x") + | (("y" | "Y") : "letter-y") + | (("z" | "Z") : "letter-z") + | (digit) + | ("&" : "@@AND@@") + | ("." : "") + | ("-" : "") + | ("_" : "") + | ("/" : "") + | (n.I["letter-"] c.kCyrillicAlpha) + ; + +ins_space = "" : " "; + +suffix = "{spelled}" : ""; + +spelled = Optimize[char_set (ins_space char_set)* suffix]; + +export SPELLED = Optimize[spelled @ l.LEXICAL_MAP]; + +sigma_star = b.kBytes*; + +# Gets rid of the letter- prefix since in some cases we don't want it. + +del_letter = CDRewrite[n.D["letter-"], "", "", sigma_star]; + +spelled_no_tag = Optimize[char_set (ins_space char_set)*]; + +export SPELLED_NO_LETTER = Optimize[spelled_no_tag @ del_letter]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/spoken_punct.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/spoken_punct.grm new file mode 100644 index 000000000..b0db6535b --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/spoken_punct.grm @@ -0,0 +1,24 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'en/verbalizer/lexical_map.grm' as l; + +punct = + ("." : "@@PERIOD@@") + | ("," : "@@COMMA@@") + | ("!" : "@@EXCLAMATION_MARK@@") + | ("?" : "@@QUESTION_MARK@@") +; + +export SPOKEN_PUNCT = Optimize[punct @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/time.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/time.grm new file mode 100644 index 000000000..0bf92d0ab --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/time.grm @@ -0,0 +1,108 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'en/verbalizer/lexical_map.grm' as l; +import 'en/verbalizer/numbers.grm' as n; + +# Only handles 24-hour time with quarter-to, half-past and quarter-past. + +increment_hour = + ("0" : "1") + | ("1" : "2") + | ("2" : "3") + | ("3" : "4") + | ("4" : "5") + | ("5" : "6") + | ("6" : "7") + | ("7" : "8") + | ("8" : "9") + | ("9" : "10") + | ("10" : "11") + | ("11" : "12") + | ("12" : "1") # If someone uses 12, we assume 12-hour by default. + | ("13" : "14") + | ("14" : "15") + | ("15" : "16") + | ("16" : "17") + | ("17" : "18") + | ("18" : "19") + | ("19" : "20") + | ("20" : "21") + | ("21" : "22") + | ("22" : "23") + | ("23" : "12") +; + +hours = Project[increment_hour, 'input']; + +d = b.kDigit; +D = d - "0"; + +minutes09 = "0" D; + +minutes = ("1" | "2" | "3" | "4" | "5") d; + +__sep__ = ":"; +sep_space = __sep__ : " "; + +verbalize_hours = hours @ n.CARDINAL_NUMBERS; + +verbalize_minutes = + ("00" : "@@HOUR@@") + | (minutes09 @ (("0" : "@@TIME_ZERO@@") n.I[" "] n.CARDINAL_NUMBERS)) + | (minutes @ n.CARDINAL_NUMBERS) +; + +time_basic = Optimize[verbalize_hours sep_space verbalize_minutes]; + +# Special cases we handle right now. +# TODO: Need to allow for cases like +# +# half twelve (in the UK English sense) +# half twaalf (in the Dutch sense) + +time_quarter_past = + n.I["@@TIME_QUARTER@@ @@TIME_AFTER@@ "] + verbalize_hours + n.D[__sep__ "15"]; + +time_half_past = + n.I["@@TIME_HALF@@ @@TIME_AFTER@@ "] + verbalize_hours + n.D[__sep__ "30"]; + +time_quarter_to = + n.I["@@TIME_QUARTER@@ @@TIME_BEFORE@@ "] + (increment_hour @ verbalize_hours) + n.D[__sep__ "45"]; + +time_extra = Optimize[ + time_quarter_past | time_half_past | time_quarter_to] +; + +# Basic time periods which most languages can be expected to have. +__am__ = "a.m." | "am" | "AM"; +__pm__ = "p.m." | "pm" | "PM"; + +period = (__am__ : "@@TIME_AM@@") | (__pm__ : "@@TIME_PM@@"); + +time_variants = time_basic | time_extra; + +time = Optimize[ + (period (" " | n.I[" "]))? time_variants + | time_variants ((" " | n.I[" "]) period)?] +; + +export TIME = Optimize[time @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/urls.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/urls.grm new file mode 100644 index 000000000..a2232f9bc --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/urls.grm @@ -0,0 +1,68 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Rules for URLs and email addresses. + +import 'util/byte.grm' as bytelib; +import 'en/verbalizer/lexical_map.grm' as l; + +ins_space = "" : " "; +dot = "." : "@@URL_DOT_EXPRESSION@@"; +at = "@" : "@@AT@@"; + +url_suffix = + (".com" : dot ins_space "com") | + (".gov" : dot ins_space "gov") | + (".edu" : dot ins_space "e d u") | + (".org" : dot ins_space "org") | + (".net" : dot ins_space "net") +; + +letter_string = (bytelib.kAlnum)* bytelib.kAlnum; + +letter_string_dot = + ((letter_string ins_space dot ins_space)* letter_string) +; + +# Rules for URLs. +export URL = Optimize[ + ((letter_string_dot) (ins_space) + (url_suffix)) @ l.LEXICAL_MAP +]; + +# Rules for email addresses. +letter_by_letter = ((bytelib.kAlnum ins_space)* bytelib.kAlnum); + +letter_by_letter_dot = + ((letter_by_letter ins_space dot ins_space)* + letter_by_letter) +; + +export EMAIL1 = Optimize[ + ((letter_by_letter) (ins_space) + (at) (ins_space) + (letter_by_letter_dot) (ins_space) + (url_suffix)) @ l.LEXICAL_MAP +]; + +export EMAIL2 = Optimize[ + ((letter_by_letter) (ins_space) + (at) (ins_space) + (letter_string_dot) (ins_space) + (url_suffix)) @ l.LEXICAL_MAP +]; + +export EMAILS = Optimize[ + EMAIL1 | EMAIL2 +]; diff --git a/third_party/chinese_text_normalization/thrax/src/en/verbalizer/verbalizer.grm b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/verbalizer.grm new file mode 100644 index 000000000..fe6f4e42c --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/en/verbalizer/verbalizer.grm @@ -0,0 +1,42 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/util.grm' as util; +import 'en/verbalizer/extra_numbers.grm' as e; +import 'en/verbalizer/float.grm' as f; +import 'en/verbalizer/math.grm' as ma; +import 'en/verbalizer/miscellaneous.grm' as mi; +import 'en/verbalizer/money.grm' as mo; +import 'en/verbalizer/numbers.grm' as n; +import 'en/verbalizer/numbers_plus.grm' as np; +import 'en/verbalizer/spelled.grm' as s; +import 'en/verbalizer/spoken_punct.grm' as sp; +import 'en/verbalizer/time.grm' as t; +import 'en/verbalizer/urls.grm' as u; + +export VERBALIZER = Optimize[RmWeight[ + ( e.MIXED_NUMBERS + | e.DIGITS + | f.FLOAT + | ma.ARITHMETIC + | mi.MISCELLANEOUS + | mo.MONEY + | n.CARDINAL_NUMBERS + | n.ORDINAL_NUMBERS + | np.NUMBERS_PLUS + | s.SPELLED + | sp.SPOKEN_PUNCT + | t.TIME + | u.URL) @ util.CLEAN_SPACES +]]; diff --git a/third_party/chinese_text_normalization/thrax/src/number_data/README.md b/third_party/chinese_text_normalization/thrax/src/number_data/README.md new file mode 100644 index 000000000..dd76ad16c --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/number_data/README.md @@ -0,0 +1,17 @@ +This directory contains data used in: + + Gorman, K., and Sproat, R. 2016. Minimally supervised number normalization. + Transactions of the Association for Computational Linguistics 4: 507-519. + +* `minimal.txt`: A list of 30 curated numbers used as the "minimal" training + set. +* `random-trn.txt`: A list of 9000 randomly-generated numbers used as the + "medium" training set. +* `random-tst.txt`: A list of 1000 randomly-generated numbers used as the test + set. + +Note that `random-trn.txt` and `random-tst.txt` are totally disjoint, but that +a small number of examples occur both in `minimal.txt` and `random-tst.txt`. + +For information about the sampling procedure used to generate the random data +sets, see appendix A of the aforementioned paper. diff --git a/third_party/chinese_text_normalization/thrax/src/number_data/minimal.txt b/third_party/chinese_text_normalization/thrax/src/number_data/minimal.txt new file mode 100644 index 000000000..dd0704fd9 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/number_data/minimal.txt @@ -0,0 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+394740 +410000 +446000 +471750 +497384 +510600 +560000 +590000 +608400 +696900 +704000 +1448374 +2256800 +3275000 +3980000 +4500000 +5066940 +5166299 +7113500 +9842447 +13020696 +70477170 diff --git a/third_party/chinese_text_normalization/thrax/src/ru/README.md b/third_party/chinese_text_normalization/thrax/src/ru/README.md new file mode 100644 index 000000000..c02d2935d --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/README.md @@ -0,0 +1,6 @@ +# Russian covering grammar definitions + +This directory defines a Russian text normalization covering grammar. The +primary entry-point is the FST `VERBALIZER`, defined in +`verbalizer/verbalizer.grm` and compiled in the FST archive +`verbalizer/verbalizer.far`. diff --git a/third_party/chinese_text_normalization/thrax/src/ru/classifier/cyrillic.grm b/third_party/chinese_text_normalization/thrax/src/ru/classifier/cyrillic.grm new file mode 100644 index 000000000..0672e45a1 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/classifier/cyrillic.grm @@ -0,0 +1,58 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +export kRussianLowerAlpha = Optimize[ + "а" | "б" | "в" | "г" | "д" | "е" | "ё" | "ж" | "з" | "и" | "й" | + "к" | "л" | "м" | "н" | "о" | "п" | "р" | "с" | "т" | "у" | "ф" | + "х" | "ц" | "ч" | "ш" | "щ" | "ъ" | "ы" | "ь" | "э" | "ю" | "я" ]; + +export kRussianUpperAlpha = Optimize[ + "А" | "Б" | "В" | "Г" | "Д" | "Е" | "Ё" | "Ж" | "З" | "И" | "Й" | + "К" | "Л" | "М" | "Н" | "О" | "П" | "Р" | "С" | "Т" | "У" | "Ф" | + "Х" | "Ц" | "Ч" | "Ш" | "Щ" | "Ъ" | "Ы" | "Ь" | "Э" | "Ю" | "Я" ]; + +export kRussianLowerAlphaStressed = Optimize[ + "а́" | "е́" | "ё́" | "и́" | "о́" | "у́" | "ы́" | "э́" | "ю́" | "я́" ]; + +export kRussianUpperAlphaStressed = Optimize[ + "А́" | "Е́" | "Ё́" | "И́" | "О́" | "У́" | "Ы́" | "Э́" | "Ю́" | "Я́" ]; + +export kRussianRewriteStress = Optimize[ + ("А́" : "А'") | ("Е́" : "Е'") | ("Ё́" : "Ё'") | ("И́" : "И'") | + ("О́" : "О'") | ("У́" : "У'") | ("Ы́" : "Ы'") | ("Э́" : "Э'") | + ("Ю́" : "Ю'") | ("Я́" : "Я'") | + ("а́" : "а'") | ("е́" : "е'") | ("ё́" : "ё'") | ("и́" : "и'") | + ("о́" : "о'") | ("у́" : "у'") | ("ы́" : "ы'") | ("э́" : "э'") | + ("ю́" : "ю'") | ("я́" : "я'") +]; + +export kRussianRemoveStress = Optimize[ + ("А́" : "А") | ("Е́" : "Е") | ("Ё́" : "Ё") | ("И́" : "И") | ("О́" : "О") | + ("У́" : "У") | ("Ы́" : "Ы") | ("Э́" : "Э") | ("Ю́" : "Ю") | ("Я́" : "Я") | + ("а́" : "а") | ("е́" : "е") | ("ё́" : "ё") | ("и́" : "и") | ("о́" : "о") | + ("у́" : "у") | ("ы́" : "ы") | ("э́" : "э") | ("ю́" : "ю") | ("я́" : "я") +]; + +# Pre-reform characters, just in case. +export kRussianPreReform = Optimize[ + "ѣ" | "Ѣ" # http://en.wikipedia.org/wiki/Yat +]; + +export kCyrillicAlphaStressed = Optimize[ + kRussianLowerAlphaStressed | kRussianUpperAlphaStressed +]; + +export kCyrillicAlpha = Optimize[ + kRussianLowerAlpha | kRussianUpperAlpha | kRussianPreReform +]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/cardinals-lex.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/cardinals-lex.grm new file mode 100644 index 000000000..c07a7ae1c --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/cardinals-lex.grm @@ -0,0 +1,338 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# AUTOMATICALLY GENERATED: DO NOT EDIT. +import 'util/byte.grm' as b; + +# Utilities for insertion and deletion. + +func I[expr] { + return "" : expr; +} + +func D[expr] { + return expr : ""; +} + +# Powers of base 10. +export POWERS = + "[E15]" + | "[E14]" + | "[E13]" + | "[E12]" + | "[E11]" + | "[E10]" + | "[E9]" + | "[E8]" + | "[E7]" + | "[E6]" + | "[E5]" + | "[E4]" + | "[E3]" + | "[E2]" + | "[E1]" +; + +export SIGMA = b.kBytes | POWERS; + +export SIGMA_STAR = SIGMA*; + +export SIGMA_PLUS = SIGMA+; + +################################################################################ +# BEGIN LANGUAGE SPECIFIC DATA +revaluations = + ("[E4]" : "[E1]") + | ("[E5]" : "[E2]") + | ("[E7]" : "[E1]") + | ("[E8]" : "[E2]") +; + +Ms = "[E3]" | "[E6]" | "[E9]"; + + +func Zero[expr] { + return expr : (""); +} + +space = " "; + +lexset3 = Optimize[ + ("1[E1]+1" : "одиннадцати") + | ("1[E1]+1" : "одиннадцать") + | ("1[E1]+1" : "одиннадцатью") + | ("1[E1]+2" : "двенадцати") + | ("1[E1]+2" : "двенадцать") + | ("1[E1]+2" : "двенадцатью") + | ("1[E1]+3" : "тринадцати") + | ("1[E1]+3" : "тринадцать") + | ("1[E1]+3" : "тринадцатью") + | ("1[E1]+4" : "четырнадцати") + | ("1[E1]+4" : "четырнадцать") + | ("1[E1]+4" : "четырнадцатью") + | ("1[E1]+5" : "пятнадцати") + | ("1[E1]+5" : "пятнадцать") + | ("1[E1]+5" : "пятнадцатью") + | ("1[E1]+6" : "шестнадцати") + | ("1[E1]+6" : "шестнадцать") + | ("1[E1]+6" : "шестнадцатью") + | ("1[E1]+7" : "семнадцати") + | ("1[E1]+7" : "семнадцать") + | ("1[E1]+7" : "семнадцатью") + | ("1[E1]+8" : "восемнадцати") + | ("1[E1]+8" : "восемнадцать") + | ("1[E1]+8" : "восемнадцатью") + | ("1[E1]+9" : "девятнадцати") + | ("1[E1]+9" : "девятнадцать") + | ("1[E1]+9" : "девятнадцатью")] +; + +lex3 = CDRewrite[lexset3 I[space], "", "", SIGMA_STAR]; + +lexset2 = Optimize[ + ("1[E1]" : "десяти") + | ("1[E1]" : "десять") + | ("1[E1]" : "десятью") + | ("1[E2]" : "ста") + | ("1[E2]" : "сто") + | ("2[E1]" : "двадцати") + | ("2[E1]" : "двадцать") + | ("2[E1]" : "двадцатью") + | ("2[E2]" : "двести") + | ("2[E2]" : "двумстам") + | ("2[E2]" : "двумястами") + | ("2[E2]" : "двухсот") + | ("2[E2]" : "двухстах") + | ("3[E1]" : "тридцати") + | ("3[E1]" : "тридцать") + | ("3[E1]" : "тридцатью") + | ("3[E2]" : "тремстам") + | ("3[E2]" : "тремястами") + | ("3[E2]" : "трехсот") + | ("3[E2]" : "трехстах") + | ("3[E2]" : "триста") + | ("4[E1]" : "сорок") + | ("4[E1]" : "сорока") + | ("4[E2]" : "четыремстам") + | ("4[E2]" : "четыреста") + | ("4[E2]" : "четырехсот") + | ("4[E2]" : "четырехстах") + | ("4[E2]" : "четырьмястами") + | ("5[E1]" : "пятидесяти") + | ("5[E1]" : "пятьдесят") + | ("5[E1]" : "пятьюдесятью") + | ("5[E2]" : "пятисот") + | ("5[E2]" : "пятистам") + | ("5[E2]" : "пятистах") + | ("5[E2]" : "пятьсот") + | ("5[E2]" : "пятьюстами") + | ("6[E1]" : "шестидесяти") + | ("6[E1]" : "шестьдесят") + | ("6[E1]" : "шестьюдесятью") + | ("6[E2]" : "шестисот") + | ("6[E2]" : "шестистам") + | ("6[E2]" : "шестистах") + | ("6[E2]" : "шестьсот") + | ("6[E2]" : "шестьюстами") + | ("7[E1]" : "семидесяти") + | ("7[E1]" : "семьдесят") + | ("7[E1]" : "семьюдесятью") + | ("7[E2]" : "семисот") + | ("7[E2]" : "семистам") + | ("7[E2]" : "семистах") + | ("7[E2]" : "семьсот") + | ("7[E2]" : "семьюстами") + | ("8[E1]" : "восемьдесят") + | ("8[E1]" : "восьмидесяти") + | ("8[E1]" : "восьмьюдесятью") + | ("8[E2]" : "восемьсот") + | ("8[E2]" : "восемьюстами") + | ("8[E2]" : "восьмисот") + | ("8[E2]" : "восьмистам") + | ("8[E2]" : "восьмистах") + | ("8[E2]" : "восьмьюстами") + | ("9[E1]" : "девяноста") + | ("9[E1]" : "девяносто") + | ("9[E2]" : "девятисот") + | ("9[E2]" : "девятистам") + | ("9[E2]" : "девятистах") + | ("9[E2]" : "девятьсот") + | ("9[E2]" : "девятьюстами")] +; + +lex2 = CDRewrite[lexset2 I[space], "", "", SIGMA_STAR]; + +lexset1 = Optimize[ + ("+" : "") + | ("1" : "один") + | ("1" : "одна") + | ("1" : "одни") + | ("1" : "одним") + | ("1" : "одними") + | ("1" : "одних") + | ("1" : "одно") + | ("1" : "одного") + | ("1" : "одной") + | ("1" : "одном") + | ("1" : "одному") + | ("1" : "одною") + | ("1" : "одну") + | ("2" : "два") + | ("2" : "две") + | ("2" : "двум") + | ("2" : "двумя") + | ("2" : "двух") + | ("3" : "трем") + | ("3" : "тремя") + | ("3" : "трех") + | ("3" : "три") + | ("4" : "четыре") + | ("4" : "четырем") + | ("4" : "четырех") + | ("4" : "четырьмя") + | ("5" : "пяти") + | ("5" : "пять") + | ("5" : "пятью") + | ("6" : "шести") + | ("6" : "шесть") + | ("6" : "шестью") + | ("7" : "семи") + | ("7" : "семь") + | ("7" : "семью") + | ("8" : "восемь") + | ("8" : "восьми") + | ("8" : "восьмью") + | ("9" : "девяти") + | ("9" : "девять") + | ("9" : "девятью") + | ("[E3]" : "тысяч") + | ("[E3]" : "тысяча") + | ("[E3]" : "тысячам") + | ("[E3]" : "тысячами") + | ("[E3]" : "тысячах") + | ("[E3]" : "тысяче") + | ("[E3]" : "тысячей") + | ("[E3]" : "тысячи") + | ("[E3]" : "тысячу") + | ("[E3]" : "тысячью") + | ("[E6]" : "миллион") + | ("[E6]" : "миллиона") + | ("[E6]" : "миллионам") + | ("[E6]" : "миллионами") + | ("[E6]" : "миллионах") + | ("[E6]" : "миллионе") + | ("[E6]" : "миллионов") + | ("[E6]" : "миллионом") + | ("[E6]" : "миллиону") + | ("[E6]" : "миллионы") + | ("[E9]" : "миллиард") + | ("[E9]" : "миллиарда") + | ("[E9]" : "миллиардам") + | ("[E9]" : "миллиардами") + | ("[E9]" : "миллиардах") + | ("[E9]" : "миллиарде") + | ("[E9]" : "миллиардов") + | ("[E9]" : "миллиардом") + | ("[E9]" : "миллиарду") + | ("[E9]" : "миллиарды") + | ("|0|" : "ноле") + | ("|0|" : "нолем") + | ("|0|" : "ноль") + | ("|0|" : "нолю") + | ("|0|" : "ноля") + | ("|0|" : "нуле") + | ("|0|" : "нулем") + | ("|0|" : "нуль") + | ("|0|" : "нулю") + | ("|0|" : "нуля")] +; + +lex1 = CDRewrite[lexset1 I[space], "", "", SIGMA_STAR]; + +export LEX = Optimize[lex3 @ lex2 @ lex1]; + +export INDEPENDENT_EXPONENTS = "[E3]" | "[E6]" | "[E9]"; + +# END LANGUAGE SPECIFIC DATA +################################################################################ +# Inserts a marker after the Ms. +export INSERT_BOUNDARY = CDRewrite["" : "%", Ms, "", SIGMA_STAR]; + +# Deletes all powers and "+". +export DELETE_POWERS = CDRewrite[D[POWERS | "+"], "", "", SIGMA_STAR]; + +# Deletes trailing zeros at the beginning of a number, so that "0003" does not +# get treated as an ordinary number. +export DELETE_INITIAL_ZEROS = + CDRewrite[("0" POWERS "+") : "", "[BOS]", "", SIGMA_STAR] +; + +NonMs = Optimize[POWERS - Ms]; + +# Deletes (usually) zeros before a non-M. E.g., +0[E1] should be deleted. +export DELETE_INTERMEDIATE_ZEROS1 = + CDRewrite[Zero["+0" NonMs], "", "", SIGMA_STAR] +; + +# Deletes (usually) zeros before an M, if there is no non-zero element between +# that and the previous boundary. Thus, if after the result of the rule above we +# end up with "%+0[E3]", then that gets deleted. Also (really) deletes a final +# zero. +export DELETE_INTERMEDIATE_ZEROS2 = Optimize[ + CDRewrite[Zero["%+0" Ms], "", "", SIGMA_STAR] + @ CDRewrite[D["+0"], "", "[EOS]", SIGMA_STAR]] +; + +# Final clean up of stray zeros. +export DELETE_REMAINING_ZEROS = Optimize[ + CDRewrite[Zero["+0"], "", "", SIGMA_STAR] + @ CDRewrite[Zero["0"], "", "", SIGMA_STAR]] +; + +# Applies the revaluation map. For example in English, changes [E4] to [E1] as a +# modifier of [E3]. +export REVALUE = CDRewrite[revaluations, "", "", SIGMA_STAR]; + +# Deletes the various marks and powers in the input and output. +export DELETE_MARKS = CDRewrite[D["%" | "+" | POWERS], "", "", SIGMA_STAR]; + +export CLEAN_SPACES = Optimize[ + CDRewrite[" "+ : " ", b.kNotSpace, b.kNotSpace, SIGMA_STAR] + @ CDRewrite[" "* : "", "[BOS]", "", SIGMA_STAR] + @ CDRewrite[" "* : "", "", "[EOS]", SIGMA_STAR]] +; + +d = b.kDigit; + +# Germanic inversion rule. +germanic = + (I["1+"] d "[E1]" D["+1"]) + | (I["2+"] d "[E1]" D["+2"]) + | (I["3+"] d "[E1]" D["+3"]) + | (I["4+"] d "[E1]" D["+4"]) + | (I["5+"] d "[E1]" D["+5"]) + | (I["6+"] d "[E1]" D["+6"]) + | (I["7+"] d "[E1]" D["+7"]) + | (I["8+"] d "[E1]" D["+8"]) + | (I["9+"] d "[E1]" D["+9"]) +; + +germanic_inversion = + CDRewrite[germanic, "", "", SIGMA_STAR, 'ltr', 'opt'] +; + +export GERMANIC_INVERSION = SIGMA_STAR; +export ORDINAL_RESTRICTION = SIGMA_STAR; +nondigits = b.kBytes - b.kDigit; +export ORDINAL_SUFFIX = D[nondigits*]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/cardinals.tsv b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/cardinals.tsv new file mode 100644 index 000000000..484a5c8a7 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/cardinals.tsv @@ -0,0 +1,177 @@ +0 ноле +0 ноль +0 нолю +0 ноля +0 нолём +0 нуле +0 нуль +0 нулю +0 нуля +0 нулём +1 один +1 одна +1 одни +1 одним +1 одними +1 одних +1 одно +1 одного +1 одной +1 одном +1 одному +1 одною +1 раз +1 одну +2 два +2 две +2 двум +2 двумя +2 двух +3 тремя +3 три +3 трём +3 трёх +4 четыре +4 четырьмя +4 четырём +4 четырёх +5 пяти +5 пять +5 пятью +6 шести +6 шесть +6 шестью +7 семи +7 семь +7 семью +8 восемь +8 восьми +8 восьмью +9 девяти +9 девять +9 девятью +10 десяти +10 десять +10 десятью +11 одиннадцати +11 одиннадцать +11 одиннадцатью +12 двенадцати +12 двенадцать +12 двенадцатью +13 тринадцати +13 тринадцать +13 тринадцатью +14 четырнадцати +14 четырнадцать +14 четырнадцатью +15 пятнадцати +15 пятнадцать +15 пятнадцатью +16 шестнадцати +16 шестнадцать +16 шестнадцатью +17 семнадцати +17 семнадцать +17 семнадцатью +18 восемнадцати +18 восемнадцать +18 восемнадцатью +19 девятнадцати +19 девятнадцать +19 девятнадцатью +20 двадцати +20 двадцать +20 двадцатью +30 тридцати +30 тридцать +30 тридцатью +40 сорок +40 сорока +50 пятидесяти +50 пятьдесят +50 пятьюдесятью +60 шестидесяти +60 шестьдесят +60 шестьюдесятью +70 семидесяти +70 семьдесят +70 семьюдесятью +80 восемьдесят +80 восьмидесяти +80 восьмьюдесятью +90 девяноста +90 девяносто +100 ста +100 сто +200 двести +200 двумстам +200 двумястами +200 двухсот +200 двухстах +300 тремястами +300 трехсот +300 триста +300 трёмстам +300 трёхстах +400 четыреста +400 четырьмястами +400 четырёмстам +400 четырёхсот +400 четырёхстах +500 пятисот +500 пятистам +500 пятистах +500 пятьсот +500 пятьюстами +600 шестисот +600 шестистам +600 шестистах +600 шестьсот +600 шестьюстами +700 семисот +700 семистам +700 семистах +700 семьсот +700 семьюстами +800 восемьсот +800 восемьюстами +800 восьмисот +800 восьмистам +800 восьмистах +800 восьмьюстами +900 девятисот +900 девятистам +900 девятистах +900 девятьсот +900 девятьюстами +1000 тысяч +1000 тысяча +1000 тысячам +1000 тысячами +1000 тысячах +1000 тысяче +1000 тысячей +1000 тысячи +1000 тысячу +1000 тысячью +1000000 миллион +1000000 миллиона +1000000 миллионам +1000000 миллионами +1000000 миллионах +1000000 миллионе +1000000 миллионов +1000000 миллионом +1000000 миллиону +1000000 миллионы +1000000000 миллиард +1000000000 миллиарда +1000000000 миллиардам +1000000000 миллиардами +1000000000 миллиардах +1000000000 миллиарде +1000000000 миллиардов +1000000000 миллиардом +1000000000 миллиарду +1000000000 миллиарды diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/extra_numbers.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/extra_numbers.grm new file mode 100644 index 000000000..644f30dff --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/extra_numbers.grm @@ -0,0 +1,35 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'ru/verbalizer/numbers.grm' as n; + +digit = b.kDigit @ n.CARDINAL_NUMBERS | ("0" : "@@OTHER_ZERO_VERBALIZATIONS@@"); + +export DIGITS = digit (n.I[" "] digit)*; + +# Various common factorizations + +two_digits = b.kDigit{2} @ n.CARDINAL_NUMBERS; + +three_digits = b.kDigit{3} @ n.CARDINAL_NUMBERS; + +mixed = + (digit n.I[" "] two_digits) + | (two_digits n.I[" "] two_digits) + | (two_digits n.I[" "] three_digits) + | (two_digits n.I[" "] two_digits n.I[" "] two_digits) +; + +export MIXED_NUMBERS = Optimize[mixed]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/factorization.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/factorization.grm new file mode 100644 index 000000000..860161463 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/factorization.grm @@ -0,0 +1,40 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'util/util.grm' as u; +import 'ru/verbalizer/numbers.grm' as n; + +func ToNumberName[expr] { + number_name_seq = n.CARDINAL_NUMBERS (" " n.CARDINAL_NUMBERS)*; + return Optimize[expr @ number_name_seq]; +} + +d = b.kDigit; + +leading_zero = CDRewrite[n.I[" "], ("[BOS]" | " ") "0", "", b.kBytes*]; + +by_ones = d n.I[" "]; +by_twos = (d{2} @ leading_zero) n.I[" "]; +by_threes = (d{3} @ leading_zero) n.I[" "]; + +groupings = by_twos* (by_threes | by_twos | by_ones); + +export FRACTIONAL_PART_UNGROUPED = + Optimize[ToNumberName[by_ones+ @ u.CLEAN_SPACES]] +; +export FRACTIONAL_PART_GROUPED = + Optimize[ToNumberName[groupings @ u.CLEAN_SPACES]] +; +export FRACTIONAL_PART_UNPARSED = Optimize[ToNumberName[d*]]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/float.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/float.grm new file mode 100644 index 000000000..c608507a7 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/float.grm @@ -0,0 +1,30 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'ru/verbalizer/factorization.grm' as f; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; + +fractional_part_ungrouped = f.FRACTIONAL_PART_UNGROUPED; +fractional_part_grouped = f.FRACTIONAL_PART_GROUPED; +fractional_part_unparsed = f.FRACTIONAL_PART_UNPARSED; + +__fractional_part__ = fractional_part_unparsed; +__decimal_marker__ = ","; + +export FLOAT = Optimize[ + (n.CARDINAL_NUMBERS + (__decimal_marker__ : " @@DECIMAL_DOT_EXPRESSION@@ ") + __fractional_part__) @ l.LEXICAL_MAP] +; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/g.fst b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/g.fst new file mode 100644 index 0000000000000000000000000000000000000000..66665f390b5b9a3fa50fb177a8ed52b4b8fc9e1b GIT binary patch literal 3206 zcmd6p*-{ii5JekALEHcpcWpsXQNRVaC%=UdUo`>=ABAu7WBeNmjV#%9|DpN8&DoT z6OYG2FOVPVh_nIpRPVa&GJlZdb-w47WUBa+p5Mw2kZXdkz1rRFpXqsCC~RK4#jxdi zd5p z_o>hLQN5LBbIqT$k3X}V#cq4j`BSgKlx*H>YvNvm$;_}mW`;M|t|P2RmP&PKlaxO{fg6Q@15qtE8> v9m)3&Qu|grY3{x3R`z||ii29N^EcRVUJQNWxufRA<`~;nXRE#6>ofcx!wr7O literal 0 HcmV?d00001 diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/lexical_map.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/lexical_map.grm new file mode 100644 index 000000000..e7bb32b0b --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/lexical_map.grm @@ -0,0 +1,25 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; + +lexical_map = StringFile['ru/verbalizer/lexical_map.tsv']; + +sigma_star = b.kBytes*; + +del_null = CDRewrite["__NULL__" : "", "", "", sigma_star]; + +export LEXICAL_MAP = Optimize[ + CDRewrite[lexical_map, "", "", sigma_star] @ del_null] +; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/lexical_map.tsv b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/lexical_map.tsv new file mode 100644 index 000000000..b78cf73df --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/lexical_map.tsv @@ -0,0 +1,221 @@ +@@CONNECTOR_RANGE@@ до +@@CONNECTOR_RATIO@@ к +@@CONNECTOR_BY@@ на +@@CONNECTOR_CONSECUTIVE_YEAR@@ до +@@JANUARY@@ январь +@@JANUARY@@ январи +@@JANUARY@@ января +@@JANUARY@@ январей +@@JANUARY@@ январю +@@JANUARY@@ январям +@@JANUARY@@ январь +@@JANUARY@@ январи +@@JANUARY@@ январём +@@JANUARY@@ январями +@@JANUARY@@ январе +@@JANUARY@@ январях +@@FEBRUARY@@ февраль +@@FEBRUARY@@ феврали +@@FEBRUARY@@ февраля +@@FEBRUARY@@ февралей +@@FEBRUARY@@ февралю +@@FEBRUARY@@ февралям +@@FEBRUARY@@ февраль +@@FEBRUARY@@ феврали +@@FEBRUARY@@ февралём +@@FEBRUARY@@ февралями +@@FEBRUARY@@ феврале +@@FEBRUARY@@ февралях +@@MARCH@@ март +@@MARCH@@ марты +@@MARCH@@ марта +@@MARCH@@ мартов +@@MARCH@@ марту +@@MARCH@@ мартам +@@MARCH@@ март +@@MARCH@@ марты +@@MARCH@@ мартом +@@MARCH@@ мартами +@@MARCH@@ марте +@@MARCH@@ мартах +@@APRIL@@ апрель +@@APRIL@@ апрели +@@APRIL@@ апреля +@@APRIL@@ апрелей +@@APRIL@@ апрелю +@@APRIL@@ апрелям +@@APRIL@@ апрель +@@APRIL@@ апрели +@@APRIL@@ апрелем +@@APRIL@@ апрелями +@@APRIL@@ апреле +@@APRIL@@ апрелях +@@MAY@@ май +@@MAY@@ маи +@@MAY@@ мая +@@MAY@@ маев +@@MAY@@ маю +@@MAY@@ маям +@@MAY@@ май +@@MAY@@ маи +@@MAY@@ маем +@@MAY@@ маями +@@MAY@@ мае +@@MAY@@ маях +@@JUN@@ июнь +@@JUN@@ июни +@@JUN@@ июня +@@JUN@@ июней +@@JUN@@ июню +@@JUN@@ июням +@@JUN@@ июнь +@@JUN@@ июни +@@JUN@@ июнем +@@JUN@@ июнями +@@JUN@@ июне +@@JUN@@ июнях +@@JUL@@ июль +@@JUL@@ июли +@@JUL@@ июля +@@JUL@@ июлей +@@JUL@@ июлю +@@JUL@@ июлям +@@JUL@@ июль +@@JUL@@ июли +@@JUL@@ июлем +@@JUL@@ июлями +@@JUL@@ июле +@@JUL@@ июлях +@@AUGUST@@ август +@@AUGUST@@ августы +@@AUGUST@@ августа +@@AUGUST@@ августов +@@AUGUST@@ августу +@@AUGUST@@ августам +@@AUGUST@@ август +@@AUGUST@@ августы +@@AUGUST@@ августом +@@AUGUST@@ августами +@@AUGUST@@ августе +@@AUGUST@@ августах +@@SEPTEMBER@@ сентябрь +@@SEPTEMBER@@ сентябри +@@SEPTEMBER@@ сентября +@@SEPTEMBER@@ сентябрей +@@SEPTEMBER@@ сентябрю +@@SEPTEMBER@@ сентябрям +@@SEPTEMBER@@ сентябрь +@@SEPTEMBER@@ сентябри +@@SEPTEMBER@@ сентябрём +@@SEPTEMBER@@ сентябрями +@@SEPTEMBER@@ сентябре +@@SEPTEMBER@@ сентябрях +@@OCTOBER@@ октябрь +@@OCTOBER@@ октябри +@@OCTOBER@@ октября +@@OCTOBER@@ октябрей +@@OCTOBER@@ октябрю +@@OCTOBER@@ октябрям +@@OCTOBER@@ октябрь +@@OCTOBER@@ октябри +@@OCTOBER@@ октябрём +@@OCTOBER@@ октябрями +@@OCTOBER@@ октябре +@@OCTOBER@@ октябрях +@@NOVEMBER@@ ноябрь +@@NOVEMBER@@ ноябри +@@NOVEMBER@@ ноября +@@NOVEMBER@@ ноябрей +@@NOVEMBER@@ ноябрю +@@NOVEMBER@@ ноябрям +@@NOVEMBER@@ ноябрь +@@NOVEMBER@@ ноябри +@@NOVEMBER@@ ноябрём +@@NOVEMBER@@ ноябрями +@@NOVEMBER@@ ноябре +@@NOVEMBER@@ ноябрях +@@DECEMBER@@ декабрь +@@DECEMBER@@ декабри +@@DECEMBER@@ декабря +@@DECEMBER@@ декабрей +@@DECEMBER@@ декабрю +@@DECEMBER@@ декабрям +@@DECEMBER@@ декабрь +@@DECEMBER@@ декабри +@@DECEMBER@@ декабрём +@@DECEMBER@@ декабрями +@@DECEMBER@@ декабре +@@DECEMBER@@ декабрях +@@MINUS@@ минус +@@DECIMAL_DOT_EXPRESSION@@ целая +@@DECIMAL_DOT_EXPRESSION@@ целой +@@DECIMAL_DOT_EXPRESSION@@ целой +@@DECIMAL_DOT_EXPRESSION@@ целую +@@DECIMAL_DOT_EXPRESSION@@ целой +@@DECIMAL_DOT_EXPRESSION@@ целой +@@DECIMAL_DOT_EXPRESSION@@ целым +@@DECIMAL_DOT_EXPRESSION@@ целыми +@@DECIMAL_DOT_EXPRESSION@@ целых +@@DECIMAL_DOT_EXPRESSION@@ целых +@@URL_DOT_EXPRESSION@@ точка +@@PERIOD@@ точка +@@DECIMAL_EXPONENT@@ умножить на десять в степени +@@COLON@@ двоеточие +@@SLASH@@ косая черта +@@PASSWORD@@ пароль +@@AT@@ собака +@@PORT@@ порт +@@QUESTION_MARK@@ вопросительный знак +@@HASH@@ решётка +@@HASH@@ решетка +@@MONEY_AND@@ и +@@AND@@ и +@@PHONE_PLUS@@ плюс +@@ARITHMETIC_PLUS@@ плюс +@@PHONE_EXTENSION@@ добавочный номер +@@TIME_AM@@ утра +@@TIME_PM@@ вечера +@@HOUR@@ час +@@HOUR@@ часа +@@HOUR@@ часам +@@HOUR@@ часами +@@HOUR@@ часах +@@HOUR@@ часе +@@HOUR@@ часов +@@HOUR@@ часом +@@HOUR@@ часу +@@HOUR@@ часы +@@MINUTE@@ минут +@@MINUTE@@ минута +@@MINUTE@@ минутам +@@MINUTE@@ минутами +@@MINUTE@@ минутах +@@MINUTE@@ минуте +@@MINUTE@@ минутой +@@MINUTE@@ минутою +@@MINUTE@@ минуту +@@MINUTE@@ минуты +@@TIME_AFTER@@ __NULL__ +@@TIME_BEFORE_PRE@@ без +@@TIME_QUARTER@@ четверть +@@TIME_QUARTER@@ четверти +@@TIME_HALF@@ половина +@@TIME_HALF@@ половины +@@TIME_HALF@@ половину +@@TIME_HALF@@ половин +@@TIME_HALF@@ половине +@@TIME_HALF@@ половинам +@@TIME_HALF@@ половиной +@@TIME_HALF@@ половинами +@@TIME_HALF@@ половинах +@@PERCENT@@ процент +@@PERCENT@@ процента +@@PERCENT@@ процентам +@@PERCENT@@ процентами +@@PERCENT@@ процентах +@@PERCENT@@ проценте +@@PERCENT@@ процентов +@@PERCENT@@ процентом +@@PERCENT@@ проценту +@@PERCENT@@ проценты +@@PERCENT@@ проценты diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/math.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/math.grm new file mode 100644 index 000000000..061de4a78 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/math.grm @@ -0,0 +1,34 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'ru/verbalizer/float.grm' as f; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; + +float = f.FLOAT; +card = n.CARDINAL_NUMBERS; +number = card | float; + +plus = "+" : " @@ARITHMETIC_PLUS@@ "; +times = "*" : " @@ARITHMETIC_TIMES@@ "; +minus = "-" : " @@ARITHMETIC_MINUS@@ "; +division = "/" : " @@ARITHMETIC_DIVISION@@ "; + +operator = plus | times | minus | division; + +percent = "%" : " @@PERCENT@@"; + +export ARITHMETIC = + Optimize[((number operator number) | (number percent)) @ l.LEXICAL_MAP] +; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/miscellaneous.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/miscellaneous.grm new file mode 100644 index 000000000..352363106 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/miscellaneous.grm @@ -0,0 +1,78 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'ru/classifier/cyrillic.grm' as c; +import 'ru/verbalizer/extra_numbers.grm' as e; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; +import 'ru/verbalizer/spelled.grm' as s; + +letter = b.kAlpha | c.kCyrillicAlpha; +dash = "-"; +word = letter+; +possibly_split_word = word (((dash | ".") : " ") word)* n.D["."]?; + +post_word_symbol = + ("+" : ("@@ARITHMETIC_PLUS@@" | "@@POSITIVE@@")) | + ("-" : ("@@ARITHMETIC_MINUS@@" | "@@NEGATIVE@@")) | + ("*" : "@@STAR@@") +; + +pre_word_symbol = + ("@" : "@@AT@@") | + ("/" : "@@SLASH@@") | + ("#" : "@@HASH@@") +; + +post_word = possibly_split_word n.I[" "] post_word_symbol; + +pre_word = pre_word_symbol n.I[" "] possibly_split_word; + +## Number/digit sequence combos, maybe with a dash + +spelled_word = word @ s.SPELLED_NO_LETTER; + +word_number = + (word | spelled_word) + (n.I[" "] | (dash : " ")) + (e.DIGITS | n.CARDINAL_NUMBERS | e.MIXED_NUMBERS) +; + +number_word = + (e.DIGITS | n.CARDINAL_NUMBERS | e.MIXED_NUMBERS) + (n.I[" "] | (dash : " ")) + (word | spelled_word) +; + +## Two-digit year. + +# Note that in this case to be fair we really have to allow ordinals too since +# in some languages that's what you would have. + +two_digit_year = n.D["'"] (b.kDigit{2} @ (n.CARDINAL_NUMBERS | e.DIGITS)); + +dot_com = ("." : "@@URL_DOT_EXPRESSION@@") n.I[" "] "com"; + +miscellaneous = Optimize[ + possibly_split_word + | post_word + | pre_word + | word_number + | number_word + | two_digit_year + | dot_com +]; + +export MISCELLANEOUS = Optimize[miscellaneous @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/money.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/money.grm new file mode 100644 index 000000000..ddea02431 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/money.grm @@ -0,0 +1,44 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; + +card = n.CARDINAL_NUMBERS; + +__currency__ = StringFile['ru/verbalizer/money.tsv']; + +d = b.kDigit; +D = d - "0"; + +cents = ((n.D["0"] | D) d) @ card; + +# Only dollar for the verbalizer tests for English. Will need to add other +# currencies. +usd_maj = Project["usd_maj" @ __currency__, 'output']; +usd_min = Project["usd_min" @ __currency__, 'output']; +and = " @@MONEY_AND@@ " | " "; + +dollar1 = + n.D["$"] card n.I[" " usd_maj] n.I[and] n.D["."] cents n.I[" " usd_min] +; + +dollar2 = n.D["$"] card n.I[" " usd_maj] n.D["."] n.D["00"]; + +dollar3 = n.D["$"] card n.I[" " usd_maj]; + +dollar = Optimize[dollar1 | dollar2 | dollar3]; + +export MONEY = Optimize[dollar @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/money.tsv b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/money.tsv new file mode 100644 index 000000000..184ea8fe7 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/money.tsv @@ -0,0 +1,24 @@ +usd_maj доллара +usd_maj долларами +usd_maj долларам +usd_maj долларах +usd_maj долларе +usd_maj долларов +usd_maj долларом +usd_maj доллар +usd_maj доллар +usd_maj доллару +usd_maj доллары +usd_maj доллары +usd_min цент +usd_min цент +usd_min цента +usd_min центам +usd_min центами +usd_min центах +usd_min центе +usd_min центов +usd_min центом +usd_min центу +usd_min центы +usd_min центы diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/nominatives.tsv b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/nominatives.tsv new file mode 100644 index 000000000..fdfb61038 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/nominatives.tsv @@ -0,0 +1,166 @@ +нуль +ноль +один +два +две +три +четыре +пять +шесть +семь +восемь +девять +десять +одиннадцать +двенадцать +тринадцать +четырнадцать +пятнадцать +шестнадцать +семнадцать +восемнадцать +девятнадцать +двадцать +тридцать +сорок +пятьдесят +шестьдесят +семьдесят +восемьдесят +девяносто +сто +двести +триста +четыреста +пятьсот +шестьсот +семьсот +восемьсот +девятьсот +тысячи +тысяч +тысяча +миллионов +миллион +миллиона +миллиардов +миллиард +миллиарда +первая +первого +первое +первый +вторая +второе +второй +третий +третье +третья +четвертая +четвертое +четвертой +пятая +пятое +пятой +шестая +шестое +шестой +седьмая +седьмое +седьмой +восьмая +восьмое +восьмой +девятая +девятое +девятой +десятая +десятое +десятой +одиннадцатая +одиннадцатое +одиннадцатой +двенадцатая +двенадцатое +двенадцатой +тринадцатая +тринадцатое +тринадцатой +четырнадцатая +четырнадцатое +четырнадцатой +пятнадцатая +пятнадцатое +пятнадцатой +шестнадцатая +шестнадцатое +шестнадцатой +семнадцатая +семнадцатое +семнадцатой +восемнадцатая +восемнадцатое +восемнадцатой +девятнадцатая +девятнадцатое +девятнадцатой +двадцатая +двадцатое +двадцатой +тридцатая +тридцатое +тридцатой +сороковая +сороковое +сороковой +пятидесятая +пятидесятое +пятидесятой +шестидесятая +шестидесятое +шестидесятой +семидесятая +семидесятое +семидесятой +восьмидесятая +восьмидесятое +восьмидесятой +девяностая +девяностое +девяностой +сотая +сотое +сотой +двухсотая +двухсотое +двухсотой +трехсотая +трехсотое +трехсотой +четырехсотая +четырехсотое +четырехсотой +пятисотая +пятисотое +пятисотой +шестисотая +шестисотое +шестисотой +семисотая +семисотое +семисотой +восьмисотая +восьмисотое +восьмисотой +девятисотая +девятисотое +девятисотой +тысячная +тысячное +тысячной +миллионная +миллионное +миллионной +миллиардная +миллиардное +миллиардной diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/number_names.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/number_names.grm new file mode 100644 index 000000000..84ac15a25 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/number_names.grm @@ -0,0 +1,48 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Russian minimally supervised number grammar. +# +# Supports cardinals and ordinals in all inflected forms. +# +# The language-specific acceptor G was compiled with digit, teen, decade, +# century, and big power-of-ten preterminals. The lexicon transducer is +# highly ambiguous, but no LM is used. + +import 'util/arithmetic.grm' as a; + +# Intersects the universal factorization transducer (F) with language-specific +# acceptor (G). + +d = a.DELTA_STAR; +f = a.IARITHMETIC_RESTRICTED; +g = LoadFst['ru/verbalizer/g.fst']; +fg = Optimize[d @ Optimize[f @ Optimize[f @ Optimize[f @ g]]]]; +test1 = AssertEqual["230" @ fg, "(+ 200 30 +)"]; + +# Compiles lexicon transducers (L). + +cardinal_name = StringFile['ru/verbalizer/cardinals.tsv']; +cardinal_l = Optimize[(cardinal_name " ")* cardinal_name]; + +ordinal_name = StringFile['ru/verbalizer/ordinals.tsv']; +ordinal_l = Optimize[(cardinal_name " ")* ordinal_name]; + +# Composes L with the leaf transducer (P), then composes that with FG. + +p = a.LEAVES; + +export CARDINAL_NUMBER_NAME = Optimize[fg @ (p @ cardinal_l)]; + +export ORDINAL_NUMBER_NAME = Optimize[fg @ (p @ ordinal_l)]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/numbers.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/numbers.grm new file mode 100644 index 000000000..b25f1fb67 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/numbers.grm @@ -0,0 +1,68 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'ru/verbalizer/number_names.grm' as n; +import 'universal/thousands_punct.grm' as t; +import 'util/byte.grm' as b; + +nominatives = StringFile['ru/verbalizer/nominatives.tsv']; + +sigma_star = b.kBytes*; + +nominative_filter = + CDRewrite[nominatives ("" : "" <-1>), "[BOS]" | " ", " " | "[EOS]", sigma_star] +; + +cardinal = n.CARDINAL_NUMBER_NAME; +ordinal = n.ORDINAL_NUMBER_NAME; + +# Putting these here since this grammar gets incorporated by all the others. + +func I[expr] { + return "" : expr; +} + +func D[expr] { + return expr : ""; +} + +# Since we know this is the default for Russian, it's fair game to set it. +separators = t.dot_thousands | t.no_delimiter; + +export CARDINAL_NUMBERS = Optimize[ + separators + @ cardinal +]; + +export ORDINAL_NUMBERS_UNMARKED = Optimize[ + separators + @ ordinal +]; + + +endings = StringFile['ru/verbalizer/ordinal_endings.tsv']; + +not_dash = (b.kBytes - "-")+; +del_ending = CDRewrite[("-" not_dash) : "", "", "[EOS]", sigma_star]; + +# Needs nominative_filter here if we take out Kyle's models. +export ORDINAL_NUMBERS_MARKED = Optimize[ + Optimize[Optimize[separators @ ordinal] "-" not_dash] + @ Optimize[sigma_star endings] + @ del_ending] +; + +export ORDINAL_NUMBERS = + Optimize[ORDINAL_NUMBERS_MARKED | ORDINAL_NUMBERS_UNMARKED] +; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/numbers_plus.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/numbers_plus.grm new file mode 100644 index 000000000..dd000b3b9 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/numbers_plus.grm @@ -0,0 +1,133 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Grammar for things built mostly on numbers. + +import 'ru/verbalizer/factorization.grm' as f; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; + +num = n.CARDINAL_NUMBERS; +ord = n.ORDINAL_NUMBERS_UNMARKED; +digits = f.FRACTIONAL_PART_UNGROUPED; + +# Various symbols. + +plus = "+" : "@@ARITHMETIC_PLUS@@"; +minus = "-" : "@@ARITHMETIC_MINUS@@"; +slash = "/" : "@@SLASH@@"; +dot = "." : "@@URL_DOT_EXPRESSION@@"; +dash = "-" : "@@DASH@@"; +equals = "=" : "@@ARITHMETIC_EQUALS@@"; + +degree = "°" : "@@DEGREE@@"; + +division = ("/" | "÷") : "@@ARITHMETIC_DIVISION@@"; + +times = ("x" | "*") : "@@ARITHMETIC_TIMES@@"; + +power = "^" : "@@DECIMAL_EXPONENT@@"; + +square_root = "√" : "@@SQUARE_ROOT@@"; + +percent = "%" : "@@PERCENT@@"; + +# Safe roman numbers. + +# NB: Do not change the formatting here. NO_EDIT must be on the same +# line as the path. +rfile = + 'universal/roman_numerals.tsv' # NO_EDIT +; + +roman = StringFile[rfile]; + +## Main categories. + +cat_dot_number = + num + n.I[" "] dot n.I[" "] num + (n.I[" "] dot n.I[" "] num)+ +; + +cat_slash_number = + num + n.I[" "] slash n.I[" "] num + (n.I[" "] slash n.I[" "] num)* +; + +cat_dash_number = + num + n.I[" "] dash n.I[" "] num + (n.I[" "] dash n.I[" "] num)* +; + +cat_signed_number = ((plus | minus) n.I[" "])? num; + +cat_degree = cat_signed_number n.I[" "] degree; + +cat_country_code = plus n.I[" "] (num | digits); + +cat_math_operations = + plus + | minus + | division + | times + | equals + | percent + | power + | square_root +; + +# Roman numbers are often either cardinals or ordinals in various languages. +cat_roman = roman @ (num | ord); + +# Allow +# +# number:number +# number-number +# +# to just be +# +# number number. + +cat_number_number = + num ((":" | "-") : " ") num +; + +# Some additional readings for these symbols. + +cat_additional_readings = + ("/" : "@@PER@@") | + ("+" : "@@AND@@") | + ("-" : ("@@HYPHEN@@" | "@@CONNECTOR_TO@@")) | + ("*" : "@@STAR@@") | + ("x" : ("x" | "@@CONNECTOR_BY@@")) | + ("@" : "@@AT@@") +; + +numbers_plus = Optimize[ + cat_dot_number + | cat_slash_number + | cat_dash_number + | cat_signed_number + | cat_degree + | cat_country_code + | cat_math_operations + | cat_roman + | cat_number_number + | cat_additional_readings +]; + +export NUMBERS_PLUS = Optimize[numbers_plus @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinal_endings.tsv b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinal_endings.tsv new file mode 100644 index 000000000..6db35e26d --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinal_endings.tsv @@ -0,0 +1,39 @@ +ая-ая +ого-го +ьего-го +ьего-его +ьей-ей +ьему-ему +ьем-ем +ое-е +ые-е +ье-е +ий-ий +ьими-ими +ьим-им +ьих-их +ьи-и +ий-й +ой-й +ый-й +ыми-ми +ьими-ми +ому-му +ьему-му +ого-ого +ое-ое +ой-ой +ом-ом +ому-ому +ую-ую +ых-х +ьих-х +ые-ые +ый-ый +ыми-ыми +ым-ым +ых-ых +ую-ю +ью-ю +ая-я +ья-я diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinals-lex.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinals-lex.grm new file mode 100644 index 000000000..ca4d86d07 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinals-lex.grm @@ -0,0 +1,804 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# AUTOMATICALLY GENERATED: DO NOT EDIT. +import 'util/byte.grm' as b; + +# Utilities for insertion and deletion. + +func I[expr] { + return "" : expr; +} + +func D[expr] { + return expr : ""; +} + +# Powers of base 10. +export POWERS = + "[E15]" + | "[E14]" + | "[E13]" + | "[E12]" + | "[E11]" + | "[E10]" + | "[E9]" + | "[E8]" + | "[E7]" + | "[E6]" + | "[E5]" + | "[E4]" + | "[E3]" + | "[E2]" + | "[E1]" +; + +export SIGMA = b.kBytes | POWERS; + +export SIGMA_STAR = SIGMA*; + +export SIGMA_PLUS = SIGMA+; + +################################################################################ +# BEGIN LANGUAGE SPECIFIC DATA +revaluations = + ("[E4]" : "[E1]") + | ("[E5]" : "[E2]") + | ("[E7]" : "[E1]") + | ("[E8]" : "[E2]") +; + +Ms = "[E3]" | "[E6]" | "[E9]"; + + +func Zero[expr] { + return expr : (""); +} + +space = " "; + +lexset3 = Optimize[ + ("1[E1]+1" : "одиннадцатая@") + | ("1[E1]+1" : "одиннадцати") + | ("1[E1]+1" : "одиннадцатого@") + | ("1[E1]+1" : "одиннадцатое@") + | ("1[E1]+1" : "одиннадцатой@") + | ("1[E1]+1" : "одиннадцатом@") + | ("1[E1]+1" : "одиннадцатому@") + | ("1[E1]+1" : "одиннадцатую@") + | ("1[E1]+1" : "одиннадцатые@") + | ("1[E1]+1" : "одиннадцатый@") + | ("1[E1]+1" : "одиннадцатым@") + | ("1[E1]+1" : "одиннадцатыми@") + | ("1[E1]+1" : "одиннадцатых@") + | ("1[E1]+1" : "одиннадцать") + | ("1[E1]+1" : "одиннадцатью") + | ("1[E1]+2" : "двенадцатая@") + | ("1[E1]+2" : "двенадцати") + | ("1[E1]+2" : "двенадцатого@") + | ("1[E1]+2" : "двенадцатое@") + | ("1[E1]+2" : "двенадцатой@") + | ("1[E1]+2" : "двенадцатом@") + | ("1[E1]+2" : "двенадцатому@") + | ("1[E1]+2" : "двенадцатую@") + | ("1[E1]+2" : "двенадцатые@") + | ("1[E1]+2" : "двенадцатый@") + | ("1[E1]+2" : "двенадцатым@") + | ("1[E1]+2" : "двенадцатыми@") + | ("1[E1]+2" : "двенадцатых@") + | ("1[E1]+2" : "двенадцать") + | ("1[E1]+2" : "двенадцатью") + | ("1[E1]+3" : "тринадцатая@") + | ("1[E1]+3" : "тринадцати") + | ("1[E1]+3" : "тринадцатого@") + | ("1[E1]+3" : "тринадцатое@") + | ("1[E1]+3" : "тринадцатой@") + | ("1[E1]+3" : "тринадцатом@") + | ("1[E1]+3" : "тринадцатому@") + | ("1[E1]+3" : "тринадцатую@") + | ("1[E1]+3" : "тринадцатые@") + | ("1[E1]+3" : "тринадцатый@") + | ("1[E1]+3" : "тринадцатым@") + | ("1[E1]+3" : "тринадцатыми@") + | ("1[E1]+3" : "тринадцатых@") + | ("1[E1]+3" : "тринадцать") + | ("1[E1]+3" : "тринадцатью") + | ("1[E1]+4" : "четырнадцатая@") + | ("1[E1]+4" : "четырнадцати") + | ("1[E1]+4" : "четырнадцатого@") + | ("1[E1]+4" : "четырнадцатое@") + | ("1[E1]+4" : "четырнадцатой@") + | ("1[E1]+4" : "четырнадцатом@") + | ("1[E1]+4" : "четырнадцатому@") + | ("1[E1]+4" : "четырнадцатую@") + | ("1[E1]+4" : "четырнадцатые@") + | ("1[E1]+4" : "четырнадцатый@") + | ("1[E1]+4" : "четырнадцатым@") + | ("1[E1]+4" : "четырнадцатыми@") + | ("1[E1]+4" : "четырнадцатых@") + | ("1[E1]+4" : "четырнадцать") + | ("1[E1]+4" : "четырнадцатью") + | ("1[E1]+5" : "пятнадцатая@") + | ("1[E1]+5" : "пятнадцати") + | ("1[E1]+5" : "пятнадцатого@") + | ("1[E1]+5" : "пятнадцатое@") + | ("1[E1]+5" : "пятнадцатой@") + | ("1[E1]+5" : "пятнадцатом@") + | ("1[E1]+5" : "пятнадцатому@") + | ("1[E1]+5" : "пятнадцатую@") + | ("1[E1]+5" : "пятнадцатые@") + | ("1[E1]+5" : "пятнадцатый@") + | ("1[E1]+5" : "пятнадцатым@") + | ("1[E1]+5" : "пятнадцатыми@") + | ("1[E1]+5" : "пятнадцатых@") + | ("1[E1]+5" : "пятнадцать") + | ("1[E1]+5" : "пятнадцатью") + | ("1[E1]+6" : "шестнадцатая@") + | ("1[E1]+6" : "шестнадцати") + | ("1[E1]+6" : "шестнадцатого@") + | ("1[E1]+6" : "шестнадцатое@") + | ("1[E1]+6" : "шестнадцатой@") + | ("1[E1]+6" : "шестнадцатом@") + | ("1[E1]+6" : "шестнадцатому@") + | ("1[E1]+6" : "шестнадцатую@") + | ("1[E1]+6" : "шестнадцатые@") + | ("1[E1]+6" : "шестнадцатый@") + | ("1[E1]+6" : "шестнадцатым@") + | ("1[E1]+6" : "шестнадцатыми@") + | ("1[E1]+6" : "шестнадцатых@") + | ("1[E1]+6" : "шестнадцать") + | ("1[E1]+6" : "шестнадцатью") + | ("1[E1]+7" : "семнадцатая@") + | ("1[E1]+7" : "семнадцати") + | ("1[E1]+7" : "семнадцатого@") + | ("1[E1]+7" : "семнадцатое@") + | ("1[E1]+7" : "семнадцатой@") + | ("1[E1]+7" : "семнадцатом@") + | ("1[E1]+7" : "семнадцатому@") + | ("1[E1]+7" : "семнадцатую@") + | ("1[E1]+7" : "семнадцатые@") + | ("1[E1]+7" : "семнадцатый@") + | ("1[E1]+7" : "семнадцатым@") + | ("1[E1]+7" : "семнадцатыми@") + | ("1[E1]+7" : "семнадцатых@") + | ("1[E1]+7" : "семнадцать") + | ("1[E1]+7" : "семнадцатью") + | ("1[E1]+8" : "восемнадцатая@") + | ("1[E1]+8" : "восемнадцати") + | ("1[E1]+8" : "восемнадцатого@") + | ("1[E1]+8" : "восемнадцатое@") + | ("1[E1]+8" : "восемнадцатой@") + | ("1[E1]+8" : "восемнадцатом@") + | ("1[E1]+8" : "восемнадцатому@") + | ("1[E1]+8" : "восемнадцатую@") + | ("1[E1]+8" : "восемнадцатые@") + | ("1[E1]+8" : "восемнадцатый@") + | ("1[E1]+8" : "восемнадцатым@") + | ("1[E1]+8" : "восемнадцатыми@") + | ("1[E1]+8" : "восемнадцатых@") + | ("1[E1]+8" : "восемнадцать") + | ("1[E1]+8" : "восемнадцатью") + | ("1[E1]+9" : "девятнадцатая@") + | ("1[E1]+9" : "девятнадцати") + | ("1[E1]+9" : "девятнадцатого@") + | ("1[E1]+9" : "девятнадцатое@") + | ("1[E1]+9" : "девятнадцатой@") + | ("1[E1]+9" : "девятнадцатом@") + | ("1[E1]+9" : "девятнадцатому@") + | ("1[E1]+9" : "девятнадцатую@") + | ("1[E1]+9" : "девятнадцатые@") + | ("1[E1]+9" : "девятнадцатый@") + | ("1[E1]+9" : "девятнадцатым@") + | ("1[E1]+9" : "девятнадцатыми@") + | ("1[E1]+9" : "девятнадцатых@") + | ("1[E1]+9" : "девятнадцать") + | ("1[E1]+9" : "девятнадцатью")] +; + +lex3 = CDRewrite[lexset3 I[space], "", "", SIGMA_STAR]; + +lexset2 = Optimize[ + ("1[E1]" : "десятая@") + | ("1[E1]" : "десяти") + | ("1[E1]" : "десятого@") + | ("1[E1]" : "десятое@") + | ("1[E1]" : "десятой@") + | ("1[E1]" : "десятом@") + | ("1[E1]" : "десятому@") + | ("1[E1]" : "десятую@") + | ("1[E1]" : "десятые@") + | ("1[E1]" : "десятый@") + | ("1[E1]" : "десятым@") + | ("1[E1]" : "десятыми@") + | ("1[E1]" : "десятых@") + | ("1[E1]" : "десять") + | ("1[E1]" : "десятью") + | ("1[E2]" : "сотая@") + | ("1[E2]" : "сотого@") + | ("1[E2]" : "сотое@") + | ("1[E2]" : "сотой@") + | ("1[E2]" : "сотом@") + | ("1[E2]" : "сотому@") + | ("1[E2]" : "сотую@") + | ("1[E2]" : "сотые@") + | ("1[E2]" : "сотый@") + | ("1[E2]" : "сотым@") + | ("1[E2]" : "сотыми@") + | ("1[E2]" : "сотых@") + | ("1[E2]" : "ста") + | ("1[E2]" : "сто") + | ("1[E3]" : "тысячная@") + | ("1[E3]" : "тысячного@") + | ("1[E3]" : "тысячное@") + | ("1[E3]" : "тысячной@") + | ("1[E3]" : "тысячном@") + | ("1[E3]" : "тысячному@") + | ("1[E3]" : "тысячную@") + | ("1[E3]" : "тысячные@") + | ("1[E3]" : "тысячный@") + | ("1[E3]" : "тысячным@") + | ("1[E3]" : "тысячными@") + | ("1[E3]" : "тысячных@") + | ("1[E6]" : "миллионная@") + | ("1[E6]" : "миллионного@") + | ("1[E6]" : "миллионное@") + | ("1[E6]" : "миллионной@") + | ("1[E6]" : "миллионном@") + | ("1[E6]" : "миллионному@") + | ("1[E6]" : "миллионную@") + | ("1[E6]" : "миллионные@") + | ("1[E6]" : "миллионный@") + | ("1[E6]" : "миллионным@") + | ("1[E6]" : "миллионными@") + | ("1[E6]" : "миллионных@") + | ("1[E9]" : "миллиардная@") + | ("1[E9]" : "миллиардного@") + | ("1[E9]" : "миллиардное@") + | ("1[E9]" : "миллиардной@") + | ("1[E9]" : "миллиардном@") + | ("1[E9]" : "миллиардному@") + | ("1[E9]" : "миллиардную@") + | ("1[E9]" : "миллиардные@") + | ("1[E9]" : "миллиардный@") + | ("1[E9]" : "миллиардным@") + | ("1[E9]" : "миллиардными@") + | ("1[E9]" : "миллиардных@") + | ("2[E1]" : "двадцатая@") + | ("2[E1]" : "двадцати") + | ("2[E1]" : "двадцатого@") + | ("2[E1]" : "двадцатое@") + | ("2[E1]" : "двадцатой@") + | ("2[E1]" : "двадцатом@") + | ("2[E1]" : "двадцатому@") + | ("2[E1]" : "двадцатую@") + | ("2[E1]" : "двадцатые@") + | ("2[E1]" : "двадцатый@") + | ("2[E1]" : "двадцатым@") + | ("2[E1]" : "двадцатыми@") + | ("2[E1]" : "двадцатых@") + | ("2[E1]" : "двадцать") + | ("2[E1]" : "двадцатью") + | ("2[E2]" : "двести") + | ("2[E2]" : "двумстам") + | ("2[E2]" : "двумястами") + | ("2[E2]" : "двухсот") + | ("2[E2]" : "двухсотая@") + | ("2[E2]" : "двухсотого@") + | ("2[E2]" : "двухсотое@") + | ("2[E2]" : "двухсотой@") + | ("2[E2]" : "двухсотом@") + | ("2[E2]" : "двухсотому@") + | ("2[E2]" : "двухсотую@") + | ("2[E2]" : "двухсотые@") + | ("2[E2]" : "двухсотый@") + | ("2[E2]" : "двухсотым@") + | ("2[E2]" : "двухсотыми@") + | ("2[E2]" : "двухсотых@") + | ("2[E2]" : "двухстах") + | ("3[E1]" : "тридцатая@") + | ("3[E1]" : "тридцати") + | ("3[E1]" : "тридцатого@") + | ("3[E1]" : "тридцатое@") + | ("3[E1]" : "тридцатой@") + | ("3[E1]" : "тридцатом@") + | ("3[E1]" : "тридцатому@") + | ("3[E1]" : "тридцатую@") + | ("3[E1]" : "тридцатые@") + | ("3[E1]" : "тридцатый@") + | ("3[E1]" : "тридцатым@") + | ("3[E1]" : "тридцатыми@") + | ("3[E1]" : "тридцатых@") + | ("3[E1]" : "тридцать") + | ("3[E1]" : "тридцатью") + | ("3[E2]" : "тремстам") + | ("3[E2]" : "тремястами") + | ("3[E2]" : "трехсот") + | ("3[E2]" : "трехсотая@") + | ("3[E2]" : "трехсотого@") + | ("3[E2]" : "трехсотое@") + | ("3[E2]" : "трехсотой@") + | ("3[E2]" : "трехсотом@") + | ("3[E2]" : "трехсотому@") + | ("3[E2]" : "трехсотую@") + | ("3[E2]" : "трехсотые@") + | ("3[E2]" : "трехсотый@") + | ("3[E2]" : "трехсотым@") + | ("3[E2]" : "трехсотыми@") + | ("3[E2]" : "трехсотых@") + | ("3[E2]" : "трехстах") + | ("3[E2]" : "триста") + | ("4[E1]" : "сорок") + | ("4[E1]" : "сорока") + | ("4[E1]" : "сороковая@") + | ("4[E1]" : "сорокового@") + | ("4[E1]" : "сороковое@") + | ("4[E1]" : "сороковой@") + | ("4[E1]" : "сороковом@") + | ("4[E1]" : "сороковому@") + | ("4[E1]" : "сороковую@") + | ("4[E1]" : "сороковые@") + | ("4[E1]" : "сороковым@") + | ("4[E1]" : "сороковыми@") + | ("4[E1]" : "сороковых@") + | ("4[E2]" : "четыремстам") + | ("4[E2]" : "четыреста") + | ("4[E2]" : "четырехсот") + | ("4[E2]" : "четырехсотая@") + | ("4[E2]" : "четырехсотого@") + | ("4[E2]" : "четырехсотое@") + | ("4[E2]" : "четырехсотой@") + | ("4[E2]" : "четырехсотом@") + | ("4[E2]" : "четырехсотому@") + | ("4[E2]" : "четырехсотую@") + | ("4[E2]" : "четырехсотые@") + | ("4[E2]" : "четырехсотый@") + | ("4[E2]" : "четырехсотым@") + | ("4[E2]" : "четырехсотыми@") + | ("4[E2]" : "четырехсотых@") + | ("4[E2]" : "четырехстах") + | ("4[E2]" : "четырьмястами") + | ("5[E1]" : "пятидесятая@") + | ("5[E1]" : "пятидесяти") + | ("5[E1]" : "пятидесятого@") + | ("5[E1]" : "пятидесятое@") + | ("5[E1]" : "пятидесятой@") + | ("5[E1]" : "пятидесятом@") + | ("5[E1]" : "пятидесятому@") + | ("5[E1]" : "пятидесятую@") + | ("5[E1]" : "пятидесятые@") + | ("5[E1]" : "пятидесятый@") + | ("5[E1]" : "пятидесятым@") + | ("5[E1]" : "пятидесятыми@") + | ("5[E1]" : "пятидесятых@") + | ("5[E1]" : "пятьдесят") + | ("5[E1]" : "пятьюдесятью") + | ("5[E2]" : "пятисот") + | ("5[E2]" : "пятисотая@") + | ("5[E2]" : "пятисотого@") + | ("5[E2]" : "пятисотое@") + | ("5[E2]" : "пятисотой@") + | ("5[E2]" : "пятисотом@") + | ("5[E2]" : "пятисотому@") + | ("5[E2]" : "пятисотую@") + | ("5[E2]" : "пятисотые@") + | ("5[E2]" : "пятисотый@") + | ("5[E2]" : "пятисотым@") + | ("5[E2]" : "пятисотыми@") + | ("5[E2]" : "пятисотых@") + | ("5[E2]" : "пятистам") + | ("5[E2]" : "пятистах") + | ("5[E2]" : "пятьсот") + | ("5[E2]" : "пятьюстами") + | ("6[E1]" : "шестидесятая@") + | ("6[E1]" : "шестидесяти") + | ("6[E1]" : "шестидесятого@") + | ("6[E1]" : "шестидесятое@") + | ("6[E1]" : "шестидесятой@") + | ("6[E1]" : "шестидесятом@") + | ("6[E1]" : "шестидесятому@") + | ("6[E1]" : "шестидесятую@") + | ("6[E1]" : "шестидесятые@") + | ("6[E1]" : "шестидесятый@") + | ("6[E1]" : "шестидесятым@") + | ("6[E1]" : "шестидесятыми@") + | ("6[E1]" : "шестидесятых@") + | ("6[E1]" : "шестьдесят") + | ("6[E1]" : "шестьюдесятью") + | ("6[E2]" : "шестисот") + | ("6[E2]" : "шестисотая@") + | ("6[E2]" : "шестисотого@") + | ("6[E2]" : "шестисотое@") + | ("6[E2]" : "шестисотой@") + | ("6[E2]" : "шестисотом@") + | ("6[E2]" : "шестисотому@") + | ("6[E2]" : "шестисотую@") + | ("6[E2]" : "шестисотые@") + | ("6[E2]" : "шестисотый@") + | ("6[E2]" : "шестисотым@") + | ("6[E2]" : "шестисотыми@") + | ("6[E2]" : "шестисотых@") + | ("6[E2]" : "шестистам") + | ("6[E2]" : "шестистах") + | ("6[E2]" : "шестьсот") + | ("6[E2]" : "шестьюстами") + | ("7[E1]" : "семидесятая@") + | ("7[E1]" : "семидесяти") + | ("7[E1]" : "семидесятого@") + | ("7[E1]" : "семидесятое@") + | ("7[E1]" : "семидесятой@") + | ("7[E1]" : "семидесятом@") + | ("7[E1]" : "семидесятому@") + | ("7[E1]" : "семидесятую@") + | ("7[E1]" : "семидесятые@") + | ("7[E1]" : "семидесятый@") + | ("7[E1]" : "семидесятым@") + | ("7[E1]" : "семидесятыми@") + | ("7[E1]" : "семидесятых@") + | ("7[E1]" : "семьдесят") + | ("7[E1]" : "семьюдесятью") + | ("7[E2]" : "семисот") + | ("7[E2]" : "семисотая@") + | ("7[E2]" : "семисотого@") + | ("7[E2]" : "семисотое@") + | ("7[E2]" : "семисотой@") + | ("7[E2]" : "семисотом@") + | ("7[E2]" : "семисотому@") + | ("7[E2]" : "семисотую@") + | ("7[E2]" : "семисотые@") + | ("7[E2]" : "семисотый@") + | ("7[E2]" : "семисотым@") + | ("7[E2]" : "семисотыми@") + | ("7[E2]" : "семисотых@") + | ("7[E2]" : "семистам") + | ("7[E2]" : "семистах") + | ("7[E2]" : "семьсот") + | ("7[E2]" : "семьюстами") + | ("8[E1]" : "восемьдесят") + | ("8[E1]" : "восьмидесятая@") + | ("8[E1]" : "восьмидесяти") + | ("8[E1]" : "восьмидесятого@") + | ("8[E1]" : "восьмидесятое@") + | ("8[E1]" : "восьмидесятой@") + | ("8[E1]" : "восьмидесятом@") + | ("8[E1]" : "восьмидесятому@") + | ("8[E1]" : "восьмидесятую@") + | ("8[E1]" : "восьмидесятые@") + | ("8[E1]" : "восьмидесятый@") + | ("8[E1]" : "восьмидесятым@") + | ("8[E1]" : "восьмидесятыми@") + | ("8[E1]" : "восьмидесятых@") + | ("8[E1]" : "восьмьюдесятью") + | ("8[E2]" : "восемьсот") + | ("8[E2]" : "восемьюстами") + | ("8[E2]" : "восьмисот") + | ("8[E2]" : "восьмисотая@") + | ("8[E2]" : "восьмисотого@") + | ("8[E2]" : "восьмисотое@") + | ("8[E2]" : "восьмисотой@") + | ("8[E2]" : "восьмисотом@") + | ("8[E2]" : "восьмисотому@") + | ("8[E2]" : "восьмисотую@") + | ("8[E2]" : "восьмисотые@") + | ("8[E2]" : "восьмисотый@") + | ("8[E2]" : "восьмисотым@") + | ("8[E2]" : "восьмисотыми@") + | ("8[E2]" : "восьмисотых@") + | ("8[E2]" : "восьмистам") + | ("8[E2]" : "восьмистах") + | ("8[E2]" : "восьмьюстами") + | ("9[E1]" : "девяноста") + | ("9[E1]" : "девяностая@") + | ("9[E1]" : "девяносто") + | ("9[E1]" : "девяностого@") + | ("9[E1]" : "девяностое@") + | ("9[E1]" : "девяностой@") + | ("9[E1]" : "девяностом@") + | ("9[E1]" : "девяностому@") + | ("9[E1]" : "девяностую@") + | ("9[E1]" : "девяностые@") + | ("9[E1]" : "девяностый@") + | ("9[E1]" : "девяностым@") + | ("9[E1]" : "девяностыми@") + | ("9[E1]" : "девяностых@") + | ("9[E2]" : "девятисот") + | ("9[E2]" : "девятисотая@") + | ("9[E2]" : "девятисотого@") + | ("9[E2]" : "девятисотое@") + | ("9[E2]" : "девятисотой@") + | ("9[E2]" : "девятисотом@") + | ("9[E2]" : "девятисотому@") + | ("9[E2]" : "девятисотую@") + | ("9[E2]" : "девятисотые@") + | ("9[E2]" : "девятисотый@") + | ("9[E2]" : "девятисотым@") + | ("9[E2]" : "девятисотыми@") + | ("9[E2]" : "девятисотых@") + | ("9[E2]" : "девятистам") + | ("9[E2]" : "девятистах") + | ("9[E2]" : "девятьсот") + | ("9[E2]" : "девятьюстами")] +; + +lex2 = CDRewrite[lexset2 I[space], "", "", SIGMA_STAR]; + +lexset1 = Optimize[ + ("+" : "") + | ("1" : "один") + | ("1" : "одна") + | ("1" : "одни") + | ("1" : "одним") + | ("1" : "одними") + | ("1" : "одних") + | ("1" : "одно") + | ("1" : "одного") + | ("1" : "одной") + | ("1" : "одном") + | ("1" : "одному") + | ("1" : "одною") + | ("1" : "одну") + | ("1" : "первая@") + | ("1" : "первого@") + | ("1" : "первое@") + | ("1" : "первой@") + | ("1" : "первом@") + | ("1" : "первому@") + | ("1" : "первую@") + | ("1" : "первые@") + | ("1" : "первый@") + | ("1" : "первым@") + | ("1" : "первыми@") + | ("1" : "первых@") + | ("2" : "вторая@") + | ("2" : "второго@") + | ("2" : "второе@") + | ("2" : "второй@") + | ("2" : "втором@") + | ("2" : "второму@") + | ("2" : "вторую@") + | ("2" : "вторые@") + | ("2" : "вторым@") + | ("2" : "вторыми@") + | ("2" : "вторых@") + | ("2" : "два") + | ("2" : "две") + | ("2" : "двум") + | ("2" : "двумя") + | ("2" : "двух") + | ("3" : "трем") + | ("3" : "тремя") + | ("3" : "третий@") + | ("3" : "третье@") + | ("3" : "третьего@") + | ("3" : "третьей@") + | ("3" : "третьем@") + | ("3" : "третьему@") + | ("3" : "третьи@") + | ("3" : "третьим@") + | ("3" : "третьими@") + | ("3" : "третьих@") + | ("3" : "третью@") + | ("3" : "третья@") + | ("3" : "трех") + | ("3" : "три") + | ("4" : "четвертая@") + | ("4" : "четвертого@") + | ("4" : "четвертое@") + | ("4" : "четвертой@") + | ("4" : "четвертом@") + | ("4" : "четвертому@") + | ("4" : "четвертую@") + | ("4" : "четвертые@") + | ("4" : "четвертый@") + | ("4" : "четвертым@") + | ("4" : "четвертыми@") + | ("4" : "четвертых@") + | ("4" : "четыре") + | ("4" : "четырем") + | ("4" : "четырех") + | ("4" : "четырьмя") + | ("5" : "пятая@") + | ("5" : "пяти") + | ("5" : "пятого@") + | ("5" : "пятое@") + | ("5" : "пятой@") + | ("5" : "пятом@") + | ("5" : "пятому@") + | ("5" : "пятую@") + | ("5" : "пятые@") + | ("5" : "пятый@") + | ("5" : "пятым@") + | ("5" : "пятыми@") + | ("5" : "пятых@") + | ("5" : "пять") + | ("5" : "пятью") + | ("6" : "шестая@") + | ("6" : "шести") + | ("6" : "шестого@") + | ("6" : "шестое@") + | ("6" : "шестой@") + | ("6" : "шестом@") + | ("6" : "шестому@") + | ("6" : "шестую@") + | ("6" : "шестые@") + | ("6" : "шестым@") + | ("6" : "шестыми@") + | ("6" : "шестых@") + | ("6" : "шесть") + | ("6" : "шестью") + | ("7" : "седьмая@") + | ("7" : "седьмого@") + | ("7" : "седьмое@") + | ("7" : "седьмой@") + | ("7" : "седьмом@") + | ("7" : "седьмому@") + | ("7" : "седьмую@") + | ("7" : "седьмые@") + | ("7" : "седьмым@") + | ("7" : "седьмыми@") + | ("7" : "седьмых@") + | ("7" : "семи") + | ("7" : "семь") + | ("7" : "семью") + | ("8" : "восемь") + | ("8" : "восьмая@") + | ("8" : "восьми") + | ("8" : "восьмого@") + | ("8" : "восьмое@") + | ("8" : "восьмой@") + | ("8" : "восьмом@") + | ("8" : "восьмому@") + | ("8" : "восьмую@") + | ("8" : "восьмые@") + | ("8" : "восьмым@") + | ("8" : "восьмыми@") + | ("8" : "восьмых@") + | ("8" : "восьмью") + | ("9" : "девятая@") + | ("9" : "девяти") + | ("9" : "девятого@") + | ("9" : "девятое@") + | ("9" : "девятой@") + | ("9" : "девятом@") + | ("9" : "девятому@") + | ("9" : "девятую@") + | ("9" : "девятые@") + | ("9" : "девятый@") + | ("9" : "девятым@") + | ("9" : "девятыми@") + | ("9" : "девятых@") + | ("9" : "девять") + | ("9" : "девятью") + | ("[E3]" : "тысяч") + | ("[E3]" : "тысяча") + | ("[E3]" : "тысячам") + | ("[E3]" : "тысячами") + | ("[E3]" : "тысячах") + | ("[E3]" : "тысяче") + | ("[E3]" : "тысячей") + | ("[E3]" : "тысячи") + | ("[E3]" : "тысячу") + | ("[E3]" : "тысячью") + | ("[E6]" : "миллион") + | ("[E6]" : "миллиона") + | ("[E6]" : "миллионам") + | ("[E6]" : "миллионами") + | ("[E6]" : "миллионах") + | ("[E6]" : "миллионе") + | ("[E6]" : "миллионов") + | ("[E6]" : "миллионом") + | ("[E6]" : "миллиону") + | ("[E6]" : "миллионы") + | ("[E9]" : "миллиард") + | ("[E9]" : "миллиарда") + | ("[E9]" : "миллиардам") + | ("[E9]" : "миллиардами") + | ("[E9]" : "миллиардах") + | ("[E9]" : "миллиарде") + | ("[E9]" : "миллиардов") + | ("[E9]" : "миллиардом") + | ("[E9]" : "миллиарду") + | ("[E9]" : "миллиарды") + | ("|0|" : "ноле") + | ("|0|" : "нолем") + | ("|0|" : "ноль") + | ("|0|" : "нолю") + | ("|0|" : "ноля") + | ("|0|" : "нуле") + | ("|0|" : "нулем") + | ("|0|" : "нуль") + | ("|0|" : "нулю") + | ("|0|" : "нуля")] +; + +lex1 = CDRewrite[lexset1 I[space], "", "", SIGMA_STAR]; + +export LEX = Optimize[lex3 @ lex2 @ lex1]; + +export INDEPENDENT_EXPONENTS = "[E3]" | "[E6]" | "[E9]"; + +# END LANGUAGE SPECIFIC DATA +################################################################################ +# Inserts a marker after the Ms. +export INSERT_BOUNDARY = CDRewrite["" : "%", Ms, "", SIGMA_STAR]; + +# Deletes all powers and "+". +export DELETE_POWERS = CDRewrite[D[POWERS | "+"], "", "", SIGMA_STAR]; + +# Deletes trailing zeros at the beginning of a number, so that "0003" does not +# get treated as an ordinary number. +export DELETE_INITIAL_ZEROS = + CDRewrite[("0" POWERS "+") : "", "[BOS]", "", SIGMA_STAR] +; + +NonMs = Optimize[POWERS - Ms]; + +# Deletes (usually) zeros before a non-M. E.g., +0[E1] should be +# deleted +export DELETE_INTERMEDIATE_ZEROS1 = + CDRewrite[Zero["+0" NonMs], "", "", SIGMA_STAR] +; + +# Deletes (usually) zeros before an M, if there is no non-zero element between +# that and the previous boundary. Thus, if after the result of the rule above we +# end up with "%+0[E3]", then that gets deleted. Also (really) deletes a final +# zero. +export DELETE_INTERMEDIATE_ZEROS2 = Optimize[ + CDRewrite[Zero["%+0" Ms], "", "", SIGMA_STAR] + @ CDRewrite[D["+0"], "", "[EOS]", SIGMA_STAR]] +; + +# Final clean up of stray zeros. +export DELETE_REMAINING_ZEROS = Optimize[ + CDRewrite[Zero["+0"], "", "", SIGMA_STAR] + @ CDRewrite[Zero["0"], "", "", SIGMA_STAR]] +; + +# Applies the revaluation map. For example in English, change [E4] to [E1] as a +# modifier of [E3] +export REVALUE = CDRewrite[revaluations, "", "", SIGMA_STAR]; + +# Deletes the various marks and powers in the input and output. +export DELETE_MARKS = CDRewrite[D["%" | "+" | POWERS], "", "", SIGMA_STAR]; + +export CLEAN_SPACES = Optimize[ + CDRewrite[" "+ : " ", b.kNotSpace, b.kNotSpace, SIGMA_STAR] + @ CDRewrite[" "* : "", "[BOS]", "", SIGMA_STAR] + @ CDRewrite[" "* : "", "", "[EOS]", SIGMA_STAR]] +; + +d = b.kDigit; + +# Germanic inversion rule. +germanic = + (I["1+"] d "[E1]" D["+1"]) + | (I["2+"] d "[E1]" D["+2"]) + | (I["3+"] d "[E1]" D["+3"]) + | (I["4+"] d "[E1]" D["+4"]) + | (I["5+"] d "[E1]" D["+5"]) + | (I["6+"] d "[E1]" D["+6"]) + | (I["7+"] d "[E1]" D["+7"]) + | (I["8+"] d "[E1]" D["+8"]) + | (I["9+"] d "[E1]" D["+9"]) +; + +germanic_inversion = + CDRewrite[germanic, "", "", SIGMA_STAR, 'ltr', 'opt'] +; + +export GERMANIC_INVERSION = SIGMA_STAR; +export ORDINAL_RESTRICTION = + Optimize[((SIGMA - "@")* "@") @ CDRewrite[D["@"], "", "", SIGMA_STAR]] +; +nondigits = b.kBytes - b.kDigit; +export ORDINAL_SUFFIX = D[nondigits*]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinals.tsv b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinals.tsv new file mode 100644 index 000000000..367e14b11 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/ordinals.tsv @@ -0,0 +1,527 @@ +0 нулевая +0 нулевого +0 нулевое +0 нулевой +0 нулевом +0 нулевому +0 нулевую +0 нулевые +0 нулевым +0 нулевым +0 нулевыми +0 нулевых +1 первая +1 первого +1 первое +1 первой +1 первом +1 первому +1 первую +1 первые +1 первый +1 первым +1 первым +1 первыми +1 первых +2 вторая +2 второго +2 второе +2 второй +2 втором +2 второму +2 вторую +2 вторые +2 вторым +2 вторым +2 вторыми +2 вторых +3 третий +3 третье +3 третьего +3 третьей +3 третьем +3 третьему +3 третьи +3 третьим +3 третьим +3 третьими +3 третьих +3 третью +3 третья +4 четвертая +4 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+60 шестидесятому +60 шестидесятую +60 шестидесятые +60 шестидесятый +60 шестидесятым +60 шестидесятым +60 шестидесятыми +60 шестидесятых +70 семидесятая +70 семидесятого +70 семидесятое +70 семидесятой +70 семидесятом +70 семидесятому +70 семидесятую +70 семидесятые +70 семидесятый +70 семидесятым +70 семидесятым +70 семидесятыми +70 семидесятых +80 восьмидесятая +80 восьмидесятого +80 восьмидесятое +80 восьмидесятой +80 восьмидесятом +80 восьмидесятому +80 восьмидесятую +80 восьмидесятые +80 восьмидесятый +80 восьмидесятым +80 восьмидесятым +80 восьмидесятыми +80 восьмидесятых +90 девяностая +90 девяностого +90 девяностое +90 девяностой +90 девяностом +90 девяностому +90 девяностую +90 девяностые +90 девяностый +90 девяностым +90 девяностым +90 девяностыми +90 девяностых +100 сотая +100 сотого +100 сотое +100 сотой +100 сотом +100 сотому +100 сотую +100 сотые +100 сотый +100 сотым +100 сотым +100 сотыми +100 сотых +200 двухсотая +200 двухсотого +200 двухсотое +200 двухсотой +200 двухсотом +200 двухсотому +200 двухсотую +200 двухсотые +200 двухсотый +200 двухсотым +200 двухсотым +200 двухсотыми +200 двухсотых +300 трехсотая +300 трехсотого +300 трехсотое +300 трехсотой +300 трехсотом +300 трехсотому +300 трехсотую +300 трехсотые +300 трехсотый +300 трехсотым +300 трехсотым +300 трехсотыми +300 трехсотых +400 четырехсотая +400 четырехсотого +400 четырехсотое +400 четырехсотой +400 четырехсотом +400 четырехсотому +400 четырехсотую +400 четырехсотые +400 четырехсотый +400 четырехсотым +400 четырехсотым +400 четырехсотыми +400 четырехсотых +500 пятисотая +500 пятисотого +500 пятисотое +500 пятисотой +500 пятисотом +500 пятисотому +500 пятисотую +500 пятисотые +500 пятисотый +500 пятисотым +500 пятисотым +500 пятисотыми +500 пятисотых +600 шестисотая +600 шестисотого +600 шестисотое +600 шестисотой +600 шестисотом +600 шестисотому +600 шестисотую +600 шестисотые +600 шестисотый +600 шестисотым +600 шестисотым +600 шестисотыми +600 шестисотых +700 семисотая +700 семисотого +700 семисотое +700 семисотой +700 семисотом +700 семисотому +700 семисотую +700 семисотые +700 семисотый +700 семисотым +700 семисотым +700 семисотыми +700 семисотых +800 восьмисотая +800 восьмисотого +800 восьмисотое +800 восьмисотой +800 восьмисотом +800 восьмисотому +800 восьмисотую +800 восьмисотые +800 восьмисотый +800 восьмисотым +800 восьмисотым +800 восьмисотыми +800 восьмисотых +900 девятисотая +900 девятисотого +900 девятисотое +900 девятисотой +900 девятисотом +900 девятисотому +900 девятисотую +900 девятисотые +900 девятисотый +900 девятисотым +900 девятисотым +900 девятисотыми +900 девятисотых +1000 тысячная +1000 тысячного +1000 тысячное +1000 тысячной +1000 тысячном +1000 тысячному +1000 тысячную +1000 тысячные +1000 тысячный +1000 тысячным +1000 тысячным +1000 тысячными +1000 тысячных +1000000 миллионная +1000000 миллионного +1000000 миллионное +1000000 миллионной +1000000 миллионном +1000000 миллионному +1000000 миллионную +1000000 миллионные +1000000 миллионный +1000000 миллионным +1000000 миллионным +1000000 миллионными +1000000 миллионных +1000000000 миллиардная +1000000000 миллиардного +1000000000 миллиардное +1000000000 миллиардной +1000000000 миллиардном +1000000000 миллиардному +1000000000 миллиардную +1000000000 миллиардные +1000000000 миллиардный +1000000000 миллиардным +1000000000 миллиардным +1000000000 миллиардными +1000000000 миллиардных diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/spelled.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/spelled.grm new file mode 100644 index 000000000..123759ba9 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/spelled.grm @@ -0,0 +1,77 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# This verbalizer is used whenever there is an LM symbol that consists of +# letters immediately followed by "{spelled}". This strips the "{spelled}" +# suffix. + +import 'util/byte.grm' as b; +import 'ru/classifier/cyrillic.grm' as c; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; + +digit = b.kDigit @ n.CARDINAL_NUMBERS; + +char_set = (("a" | "A") : "letter-a") + | (("b" | "B") : "letter-b") + | (("c" | "C") : "letter-c") + | (("d" | "D") : "letter-d") + | (("e" | "E") : "letter-e") + | (("f" | "F") : "letter-f") + | (("g" | "G") : "letter-g") + | (("h" | "H") : "letter-h") + | (("i" | "I") : "letter-i") + | (("j" | "J") : "letter-j") + | (("k" | "K") : "letter-k") + | (("l" | "L") : "letter-l") + | (("m" | "M") : "letter-m") + | (("n" | "N") : "letter-n") + | (("o" | "O") : "letter-o") + | (("p" | "P") : "letter-p") + | (("q" | "Q") : "letter-q") + | (("r" | "R") : "letter-r") + | (("s" | "S") : "letter-s") + | (("t" | "T") : "letter-t") + | (("u" | "U") : "letter-u") + | (("v" | "V") : "letter-v") + | (("w" | "W") : "letter-w") + | (("x" | "X") : "letter-x") + | (("y" | "Y") : "letter-y") + | (("z" | "Z") : "letter-z") + | (digit) + | ("&" : "@@AND@@") + | ("." : "") + | ("-" : "") + | ("_" : "") + | ("/" : "") + | (n.I["letter-"] c.kCyrillicAlpha) + ; + +ins_space = "" : " "; + +suffix = "{spelled}" : ""; + +spelled = Optimize[char_set (ins_space char_set)* suffix]; + +export SPELLED = Optimize[spelled @ l.LEXICAL_MAP]; + +sigma_star = b.kBytes*; + +# Gets rid of the letter- prefix since in some cases we don't want it. + +del_letter = CDRewrite[n.D["letter-"], "", "", sigma_star]; + +spelled_no_tag = Optimize[char_set (ins_space char_set)*]; + +export SPELLED_NO_LETTER = Optimize[spelled_no_tag @ del_letter]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/spoken_punct.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/spoken_punct.grm new file mode 100644 index 000000000..26a1bf27f --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/spoken_punct.grm @@ -0,0 +1,24 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'ru/verbalizer/lexical_map.grm' as l; + +punct = + ("." : "@@PERIOD@@") + | ("," : "@@COMMA@@") + | ("!" : "@@EXCLAMATION_MARK@@") + | ("?" : "@@QUESTION_MARK@@") +; + +export SPOKEN_PUNCT = Optimize[punct @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/time.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/time.grm new file mode 100644 index 000000000..a416aba7d --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/time.grm @@ -0,0 +1,108 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/byte.grm' as b; +import 'ru/verbalizer/lexical_map.grm' as l; +import 'ru/verbalizer/numbers.grm' as n; + +# Only handles 24-hour time with quarter-to, half-past and quarter-past. + +increment_hour = + ("0" : "1") + | ("1" : "2") + | ("2" : "3") + | ("3" : "4") + | ("4" : "5") + | ("5" : "6") + | ("6" : "7") + | ("7" : "8") + | ("8" : "9") + | ("9" : "10") + | ("10" : "11") + | ("11" : "12") + | ("12" : "1") # If someone uses 12, we assume 12-hour by default. + | ("13" : "14") + | ("14" : "15") + | ("15" : "16") + | ("16" : "17") + | ("17" : "18") + | ("18" : "19") + | ("19" : "20") + | ("20" : "21") + | ("21" : "22") + | ("22" : "23") + | ("23" : "12") +; + +hours = Project[increment_hour, 'input']; + +d = b.kDigit; +D = d - "0"; + +minutes09 = "0" D; + +minutes = ("1" | "2" | "3" | "4" | "5") d; + +__sep__ = ":"; +sep_space = __sep__ : " "; + +verbalize_hours = hours @ n.CARDINAL_NUMBERS; + +verbalize_minutes = + ("00" : "@@HOUR@@") + | (minutes09 @ (("0" : "@@TIME_ZERO@@") n.I[" "] n.CARDINAL_NUMBERS)) + | (minutes @ n.CARDINAL_NUMBERS) +; + +time_basic = Optimize[verbalize_hours sep_space verbalize_minutes]; + +# Special cases we handle right now. +# TODO: Need to allow for cases like +# +# half twelve (in the UK English sense) +# half twaalf (in the Dutch sense) + +time_quarter_past = + n.I["@@TIME_QUARTER@@ @@TIME_AFTER@@ "] + verbalize_hours + n.D[__sep__ "15"]; + +time_half_past = + n.I["@@TIME_HALF@@ @@TIME_AFTER@@ "] + verbalize_hours + n.D[__sep__ "30"]; + +time_quarter_to = + n.I["@@TIME_QUARTER@@ @@TIME_BEFORE@@ "] + (increment_hour @ verbalize_hours) + n.D[__sep__ "45"]; + +time_extra = Optimize[ + time_quarter_past | time_half_past | time_quarter_to] +; + +# Basic time periods which most languages can be expected to have. +__am__ = "a.m." | "am" | "AM" | "утра"; +__pm__ = "p.m." | "pm" | "PM" | "вечера"; + +period = (__am__ : "@@TIME_AM@@") | (__pm__ : "@@TIME_PM@@"); + +time_variants = time_basic | time_extra; + +time = Optimize[ + (period (" " | n.I[" "]))? time_variants + | time_variants ((" " | n.I[" "]) period)?] +; + +export TIME = Optimize[time @ l.LEXICAL_MAP]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/urls.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/urls.grm new file mode 100644 index 000000000..3039b6521 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/urls.grm @@ -0,0 +1,68 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Rules for URLs and email addresses. + +import 'util/byte.grm' as bytelib; +import 'ru/verbalizer/lexical_map.grm' as l; + +ins_space = "" : " "; +dot = "." : "@@URL_DOT_EXPRESSION@@"; +at = "@" : "@@AT@@"; + +url_suffix = + (".com" : dot ins_space "com") | + (".gov" : dot ins_space "gov") | + (".edu" : dot ins_space "e d u") | + (".org" : dot ins_space "org") | + (".net" : dot ins_space "net") +; + +letter_string = (bytelib.kAlnum)* bytelib.kAlnum; + +letter_string_dot = + ((letter_string ins_space dot ins_space)* letter_string) +; + +# Rules for URLs. +export URL = Optimize[ + ((letter_string_dot) (ins_space) + (url_suffix)) @ l.LEXICAL_MAP +]; + +# Rules for email addresses. +letter_by_letter = ((bytelib.kAlnum ins_space)* bytelib.kAlnum); + +letter_by_letter_dot = + ((letter_by_letter ins_space dot ins_space)* + letter_by_letter) +; + +export EMAIL1 = Optimize[ + ((letter_by_letter) (ins_space) + (at) (ins_space) + (letter_by_letter_dot) (ins_space) + (url_suffix)) @ l.LEXICAL_MAP +]; + +export EMAIL2 = Optimize[ + ((letter_by_letter) (ins_space) + (at) (ins_space) + (letter_string_dot) (ins_space) + (url_suffix)) @ l.LEXICAL_MAP +]; + +export EMAILS = Optimize[ + EMAIL1 | EMAIL2 +]; diff --git a/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/verbalizer.grm b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/verbalizer.grm new file mode 100644 index 000000000..ddd469685 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/ru/verbalizer/verbalizer.grm @@ -0,0 +1,42 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import 'util/util.grm' as util; +import 'ru/verbalizer/extra_numbers.grm' as e; +import 'ru/verbalizer/float.grm' as f; +import 'ru/verbalizer/math.grm' as ma; +import 'ru/verbalizer/miscellaneous.grm' as mi; +import 'ru/verbalizer/money.grm' as mo; +import 'ru/verbalizer/numbers.grm' as n; +import 'ru/verbalizer/numbers_plus.grm' as np; +import 'ru/verbalizer/spelled.grm' as s; +import 'ru/verbalizer/spoken_punct.grm' as sp; +import 'ru/verbalizer/time.grm' as t; +import 'ru/verbalizer/urls.grm' as u; + +export VERBALIZER = Optimize[RmWeight[ + ( e.MIXED_NUMBERS + | e.DIGITS + | f.FLOAT + | ma.ARITHMETIC + | mi.MISCELLANEOUS + | mo.MONEY + | n.CARDINAL_NUMBERS + | n.ORDINAL_NUMBERS + | np.NUMBERS_PLUS + | s.SPELLED + | sp.SPOKEN_PUNCT + | t.TIME + | u.URL) @ util.CLEAN_SPACES +]]; diff --git a/third_party/chinese_text_normalization/thrax/src/universal/README.md b/third_party/chinese_text_normalization/thrax/src/universal/README.md new file mode 100644 index 000000000..33225f6da --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/universal/README.md @@ -0,0 +1,3 @@ +# Language-universal grammar definitions + +This directory contains various language-universal grammar definitions. diff --git a/third_party/chinese_text_normalization/thrax/src/universal/roman_numerals.tsv b/third_party/chinese_text_normalization/thrax/src/universal/roman_numerals.tsv new file mode 100644 index 000000000..98a8d97d9 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/universal/roman_numerals.tsv @@ -0,0 +1,91 @@ +i 1 +ii 2 +iii 3 +iv 4 +v 5 +vi 6 +vii 7 +viii 8 +ix 9 +x 10 +xi 11 +xii 12 +xiii 13 +xiv 14 +xv 15 +xvi 16 +xvii 17 +xviii 18 +xix 19 +xx 20 +xxi 21 +xxii 22 +xxiii 23 +xxiv 24 +xxv 25 +xxvi 26 +xxvii 27 +xxviii 28 +xxix 29 +xxx 30 +xxxi 31 +xxxii 32 +xxxiii 33 +xxxiv 34 +xxxv 35 +xxxvi 36 +xxxvii 37 +xxxviii 38 +xxxix 39 +xl 40 +xli 41 +xlii 42 +xliii 43 +xliv 44 +xlv 45 +xlvi 46 +xlvii 47 +xlviii 48 +xlix 49 +mcmxciv 1994 +mcmxcv 1995 +mcmxcvi 1996 +mcmxcvii 1997 +mcmxcviii 1998 +mcmxcix 1999 +mm 2000 +mmi 2001 +mmii 2002 +mmiii 2003 +mmiv 2004 +mmv 2005 +mmvi 2006 +mmvii 2007 +mmviii 2008 +mmix 2009 +mmx 2010 +mmxi 2011 +mmxii 2012 +mmxiii 2013 +mmxiv 2014 +mmxv 2015 +mmxvi 2016 +mmxvii 2017 +mmxviii 2018 +mmxix 2019 +mmxx 2020 +mmxxi 2021 +mmxxii 2022 +mmxxiii 2023 +mmxxiv 2024 +mmxxv 2025 +mmxxvi 2026 +mmxxvii 2027 +mmxxviii 2028 +mmxxix 2029 +mmxxx 2030 +mmxxxi 2031 +mmxxxii 2032 +mmxxxiii 2033 +mmxxxiv 2034 +mmxxxv 2035 diff --git a/third_party/chinese_text_normalization/thrax/src/universal/thousands_punct.grm b/third_party/chinese_text_normalization/thrax/src/universal/thousands_punct.grm new file mode 100644 index 000000000..90ce4a115 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/universal/thousands_punct.grm @@ -0,0 +1,126 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Specifies common ways of delimiting thousands in digit strings. + +import 'util/byte.grm' as bytelib; +import 'util/util.grm' as util; + +killcomma = "," : ""; +dot2comma = "." : ","; +spaces2comma = " "+ : ","; + +zero = "0"; + +# no_delimiter = zero | "[1-9][0-9]*"; +export no_delimiter = zero | (util.d1to9 bytelib.kDigit*); + +# delim_map_dot = ("[0-9]" | ("\." : ","))*; +delim_map_dot = (bytelib.kDigit | dot2comma)*; + +# delim_map_space = ("[0-9]" | (" +" : ","))*; +delim_map_space = (bytelib.kDigit | spaces2comma)*; + +## Western systems group thousands. Korean goes this way too. + +# comma_thousands = zero | ("[1-9][0-9]?[0-9]?" (("," : "") "[0-9][0-9][0-9]")*); +export comma_thousands = zero | (util.d1to9 bytelib.kDigit{0,2} (killcomma bytelib.kDigit{3})*); + +# ComposeFst: 1st argument cannot match on output labels and 2nd argument +# cannot match on input labels (sort?). +export dot_thousands = delim_map_dot @ comma_thousands; + +# ComposeFst: 1st argument cannot match on output labels and 2nd argument +# cannot match on input labels (sort?). +export space_thousands = delim_map_space @ comma_thousands; + +## Chinese prefers grouping by fours (by ten-thousands). + +# chinese_comma = +# zero | ("[1-9][0-9]?[0-9]?[0-9]?" (("," : "") "[0-9][0-9][0-9][0-9]")*); +export chinese_comma = zero | (util.d1to9 (bytelib.kDigit{0,3}) (killcomma bytelib.kDigit{4})*); + +## The Indian system is more complex because of the Stravinskian alternation +## between lakhs and crores. +## +## According to Wikipedia: +## +## Indian English Value +## One 1 +## Ten 10 +## Hundred 100 +## Thousand 1,000 +## Lakh 1,00,000 +## Crore 1,00,00,000 +## Arab 1,00,00,00,000 +## Kharab 1,00,00,00,00,000 + +# indian_hundreds = "[1-9][0-9]?[0-9]?"; +indian_hundreds = util.d1to9 bytelib.kDigit{0,2}; + +## Up to 99,999. + +# indian_comma_thousands = "[1-9][0-9]?" ("," : "") "[0-9][0-9][0-9]"; +indian_comma_thousands = util.d1to9 bytelib.kDigit? killcomma bytelib.kDigit{3}; + +## Up to 99,99,999. + +# indian_comma_lakhs = "[1-9][0-9]?" ("," : "") "[0-9][0-9]" ("," : "") "[0-9][0-9][0-9]"; +indian_comma_lakhs = util.d1to9 bytelib.kDigit? killcomma bytelib.kDigit{2} killcomma bytelib.kDigit{3}; + +## Up to 999,99,99,999 + +indian_comma_crores = + util.d1to9 bytelib.kDigit? bytelib.kDigit? killcomma + (bytelib.kDigit{2} killcomma)? + bytelib.kDigit{2} killcomma + bytelib.kDigit{3} +; + +## Up to 99,999,99,99,999. + +indian_comma_thousand_crores = + util.d1to9 bytelib.kDigit? killcomma + bytelib.kDigit{3} killcomma + bytelib.kDigit{2} killcomma + bytelib.kDigit{2} killcomma + bytelib.kDigit{3} +; + +## Up to 999,99,999,99,99,999. + +indian_comma_lakh_crores = + util.d1to9 bytelib.kDigit? bytelib.kDigit? killcomma + bytelib.kDigit{2} killcomma + bytelib.kDigit{3} killcomma + bytelib.kDigit{2} killcomma + bytelib.kDigit{2} killcomma + bytelib.kDigit{3} +; + +export indian_comma = + zero + | indian_hundreds + | indian_comma_thousands + | indian_comma_lakhs + | indian_comma_crores + | indian_comma_thousand_crores + | indian_comma_lakh_crores +; + +# Indian number system with dots. +export indian_dot_number = delim_map_dot @ indian_comma; + +# Indian number system with spaces. +export indian_space_number = delim_map_space @ indian_comma; diff --git a/third_party/chinese_text_normalization/thrax/src/util/README.md b/third_party/chinese_text_normalization/thrax/src/util/README.md new file mode 100644 index 000000000..9df3c8035 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/util/README.md @@ -0,0 +1,3 @@ +# Utility grammar definitions + +This directory contains various utility grammar definitions. diff --git a/third_party/chinese_text_normalization/thrax/src/util/arithmetic.grm b/third_party/chinese_text_normalization/thrax/src/util/arithmetic.grm new file mode 100644 index 000000000..b1396db8d --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/util/arithmetic.grm @@ -0,0 +1,326 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Basic arithmetic on S-expressions. Exported arithmetic transducers may either: +# +# * Support weak vigesimal addition and multiplication... +# +# (+ 20 17 +) -> 37 +# (+ 20 10 7 +) -> 37 +# (* 4 20 *) -> 80 +# +# ...or not. +# +# * Support "Germanic decade flop" addition.... +# +# (+ 8 20 +) -> 28 +# (+ 4 60 +) -> 64 +# +# ...or not. +# +# * Support multiplication where the left-hand side multiplicand is of a higher +# order than the right-hand side multiplicand. +# +# (* 1000 100) -> 100000 +# +# ...or not. +# +# However, modulo these exceptions, arithmetic transducers do not support +# addition that requires "carrying", or multiplication where the right-hand +# side multiplicand is not a power of ten. So this is not a *generic* +# S-expression evaluator. +# +# LEAVES is a transducer that accepts symbols in delta but deletes symbols +# in sigma - delta. So it essentially removes markup. +# +# REPEAT_FILTER is an acceptor which blocks derivations of the form +# +# (+ (* 50 1000 *) (* 4 1000) ...) "fifty thousand four thousand..." +# +# in languages where that is not licensed. + +import 'util/byte.grm' as b; + +# Deleter FST. +func D[expr] { + return expr : ""; +} + +delta = b.kDigit; +sigma = delta | " " | "(" | ")" | "+" | "*"; + +sigmastar = sigma*; +deltastar = delta*; + +rparen = Optimize["+)" | "*)"]; +space_or_rparen = Optimize[" " | rparen]; + +## Multiplication. + +# Generic multiplication where the RHS is a power of ten. + +del_one = Optimize[delta+ D[" 1"] "0"+]; + +test1_1 = AssertEqual["2 10" @ del_one, "20"]; +test1_2 = AssertEqual["20 10" @ del_one, "200"]; +test1_3 = AssertEqual["2 100" @ del_one, "200"]; +test1_4 = AssertEqual["20 100" @ del_one, "2000"]; +test1_5 = AssertEqual["200 100" @ del_one, "20000"]; +test1_6 = AssertEqual["2 1000" @ del_one, "2000"]; +test1_7 = AssertEqual["20 1000" @ del_one, "20000"]; +test1_8 = AssertEqual["200 1000" @ del_one, "200000"]; +test1_9 = AssertEqual["2000 1000" @ del_one, "2000000"]; + +# Generic multiplication where the RHS is a power of ten and the LHS has fewer +# trailing zeros than the RHS. +del_one_restricted = Optimize[ # e.g., "2 x 10", "2 x 100", etc. + delta D[" 1"] "0"+ | + # e.g., "20 x 100", etc. + delta{1,2} D[" 1"] "0" "0"+ | + # e.g., "200" x 1000", etc. + delta{2,3} D[" 1"] "0"{2} "0"+ | + delta{3,4} D[" 1"] "0"{3} "0"+ | + delta{4,5} D[" 1"] "0"{4} "0"+]; + +test2_01 = AssertEqual["2 10" @ del_one_restricted, "20"]; +test2_02 = AssertNull["20 10" @ del_one_restricted]; +test2_03 = AssertEqual["2 100" @ del_one_restricted, "200"]; +test2_04 = AssertEqual["20 100" @ del_one_restricted, "2000"]; +test2_05 = AssertNull[ "200 100" @ del_one_restricted]; +test2_06 = AssertEqual["2 1000" @ del_one_restricted, "2000"]; +test2_07 = AssertEqual["20 1000" @ del_one_restricted, "20000"]; +test2_08 = AssertEqual["200 1000" @ del_one_restricted, "200000"]; +test2_09 = AssertNull["2000 1000" @ del_one_restricted]; +test2_10 = AssertEqual["1000 10000000" @ del_one_restricted, "10000000000"]; + +# Multiplication of vigesimal base for weak vigesimal systems + +vigesimal_times_map = ("1" : "2") | ("2" : "4") | ("3" : "6") | ("4" : "8"); + +del_two = Optimize[vigesimal_times_map D[" 2"] "0"+]; + +test3_1 = AssertEqual["1 20" @ del_two, "20"]; +test3_2 = AssertEqual["2 20" @ del_two, "40"]; +test3_3 = AssertEqual["3 20" @ del_two, "60"]; +test3_4 = AssertEqual["4 20" @ del_two, "80"]; + +# Multiplication of vigesimal base restricted to cases where the LHS is [1-4] +# and the RHS is a power of ten. + +del_two_restricted = Optimize[vigesimal_times_map D[" 2"] "0"+]; + +test4_1 = AssertEqual["1 20" @ del_two_restricted, "20"]; +test4_2 = AssertEqual["2 20" @ del_two_restricted, "40"]; +test4_3 = AssertEqual["3 20" @ del_two_restricted, "60"]; +test4_4 = AssertEqual["4 20" @ del_two_restricted, "80"]; +test4_5 = AssertNull["5 20" @ del_two_restricted]; +test4_6 = AssertNull["10 20" @ del_two_restricted]; + +products = del_one | del_two; +products_restricted = del_one_restricted | del_two_restricted; + +multiplication = CDRewrite[D["(* "] products D[" *)"], "", "", sigmastar]; +multiplication_restricted = CDRewrite[D["(* "] products_restricted D[" *)"], + "", "", sigmastar]; + +test5_1 = AssertEqual["(* 8 100 *)" @ multiplication, "800"]; +test5_2 = AssertEqual["(* 1 100 *)" @ multiplication, "100"]; +test5_3 = AssertEqual["(* 4 20 *)" @ multiplication, "80"]; +test5_4 = AssertEqual["(* 13 1000 *)" @ multiplication, "13000"]; +test5_5 = AssertEqual["(* 13000 10 *)" @ multiplication, "130000"]; +test5_6 = AssertEqual["(* 13000 10 *)" @ multiplication_restricted, + "(* 13000 10 *)"]; # Can't reduce this. + +## Addition. + +insum = "+" (sigma - "(")*; +rcon = insum deltastar; + +# Generic zero deletion up to 12. +del_zero = Optimize[ + # Handles lone zero inside a plus statement. + CDRewrite[D[" 0"], rcon, space_or_rparen, sigmastar] @ + # If we need to go any larger, we probably should switch to a PDT. + CDRewrite[D["0"{12} " "] delta{12}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{11} " "] delta{11}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{10} " "] delta{10}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{9} " "] delta{9}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{8} " "] delta{8}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{7} " "] delta{7}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{6} " "] delta{6}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{5} " "] delta{5}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{4} " "] delta{4}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{3} " "] delta{3}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0"{2} " "] delta{2}, rcon, space_or_rparen, sigmastar] @ + CDRewrite[D["0" " "] delta, rcon, space_or_rparen, sigmastar]]; + +## Weak vigesimal cases involving scores and teens. + +vigesimal_plus_map = Optimize[("20 1" : "3") delta | + ("40 1" : "5") delta | + ("60 1" : "7") delta | + ("80 1" : "9") delta]; + +vigesimal = CDRewrite[vigesimal_plus_map, insum, space_or_rparen, sigmastar]; + +## Germanic decade flop. + +germanic_map = StringFile['util/germanic.tsv']; + +germanic = CDRewrite[germanic_map, insum, space_or_rparen, sigmastar]; + +sums = Optimize[germanic @ vigesimal @ del_zero]; + +# Deletes the surrounding "(+ +)" around a successful reduction. + +del_plus = CDRewrite[D["(+ "] delta+ D[" +)"], "", "", sigmastar]; + +addition = Optimize[sums @ del_plus]; + +test6_1 = AssertEqual["(+ 30 2 +)" @ addition, "32"]; +test6_2 = AssertEqual["(+ 300 20 1 +)" @ addition, "321"]; +test6_3 = AssertEqual["(+ 80 17 +)" @ addition, "97"]; +test6_4 = AssertEqual["(+ 4 50 +)" @ addition, "54"]; +test6_5 = AssertEqual["(+ 3000 80 17 +)" @ addition, "3097"]; +test6_6 = AssertEqual["(+ 3000 4 50 +)" @ addition, "3054"]; +test6_7 = AssertEqual["(+ 0 10 +)" @ addition, "10"]; +test6_8 = AssertEqual["(+ 0 20 +)" @ addition, "20"]; +test6_9 = AssertEqual["(+ 200 (+ 0 20 +) +)" @ addition @ addition, "220"]; + +## Export statements. + +export ARITHMETIC = Optimize[multiplication @ addition]; +export ARITHMETIC_RESTRICTED = Optimize[multiplication_restricted @ addition]; + +# Lightweight versions that lack the vigesimal /vɪˈdʒɛsɪməl/ or Germanic decade +# flop, or both. + +export ARITHMETIC_BASIC = Optimize[multiplication @ del_zero @ del_plus]; +export ARITHMETIC_BASIC_RESTRICTED = Optimize[multiplication_restricted @ + del_zero @ del_plus]; + +export ARITHMETIC_GERMANIC = Optimize[multiplication @ germanic @ del_zero @ + del_plus]; + +export ARITHMETIC_GERMANIC_RESTRICTED = Optimize[multiplication_restricted @ + germanic @ del_zero @ + del_plus]; + +export ARITHMETIC_VIGESIMAL = Optimize[multiplication @ vigesimal @ del_zero @ + del_plus]; +export ARITHMETIC_VIGESIMAL_RESTRICTED = Optimize[multiplication_restricted @ + vigesimal @ del_zero @ + del_plus]; + +## LEAVES transducer. + +nonterm = "+" | "*"; +export LEAVES = Optimize[CDRewrite["(" nonterm " " | " " nonterm ")" : "", + "", "", sigmastar]]; + +test7 = AssertEqual["(* (+ (* 4 20 *) 10 7 +) 1000 *)" @ LEAVES, + "4 20 10 7 1000"]; + +## Optional filter for repeated large powers of ten, to be applied to leaves. + +func Filter[expr, sigstar] { + return Optimize[sigstar - (sigstar expr sigstar)]; +} + +func FilterMoreThanOne[expr, sigstar] { + return Filter[expr " " (sigstar " ")? expr, sigstar]; +} + +filter_sigstar = (delta | " ")*; + +export REPEAT_FILTER = + Optimize[FilterMoreThanOne["1000", filter_sigstar] @ + FilterMoreThanOne["10000", filter_sigstar] @ + FilterMoreThanOne["100000", filter_sigstar] @ + FilterMoreThanOne["1000000", filter_sigstar] @ + FilterMoreThanOne["1000000000", filter_sigstar] @ + FilterMoreThanOne["1000000000000", filter_sigstar]]; + +test8_1 = AssertNull["50 1000 4 1000" @ REPEAT_FILTER]; +test8_2 = AssertNull["50 1000000 4 1000000" @ REPEAT_FILTER]; +test8_3 = AssertEqual["50 100 1000" @ REPEAT_FILTER, "50 100 1000"]; +test8_4 = AssertNull["20 1000 1000 20" @ REPEAT_FILTER]; +test8_5 = AssertEqual[ + "70 1000000 400 0 70 0 7 1000 100 0 70" @ REPEAT_FILTER, + "70 1000000 400 0 70 0 7 1000 100 0 70" @ REPEAT_FILTER]; +test8_6 = AssertNull[ + "70 1000000 400 0 70 1000 0 7 1000 100 0 70" @ REPEAT_FILTER]; + +# Filters to force the output of *inverting* the arithmetic as applied to a +# digit string to be a well-formed sexpr: + +not_space = b.kNotSpace; + +# Things like (+ 1 +)(+ 9 +). + +bad_parens = + sigmastar ")" not_space sigmastar + | sigmastar not_space "(" sigmastar +; + +no_bad_parens = sigmastar - bad_parens; + +# Things like (+ 1 +) or (* 3 *). + +spurious_operators = + sigmastar "(+ " delta+ " +)" sigmastar + | sigmastar "(* " delta+ " *)" sigmastar +; + +no_spurious_operators = sigmastar - spurious_operators; + +no_strings_of_zeros = + sigmastar - (sigmastar " " "0"+ " " "0"+ " " sigmastar) +; + +no_bad_sequences = + Optimize[no_bad_parens @ no_strings_of_zeros] +; + +export SEXP_FILTER = Optimize[ + ( delta+ + | "(* " no_bad_sequences " *)" + | "(+ " no_bad_sequences " +)") @ no_spurious_operators] +; + +# For convenience adds inverses of the arithmetic rules: + +export IARITHMETIC = Invert[ARITHMETIC]; + +export IARITHMETIC_RESTRICTED = Invert[ARITHMETIC_RESTRICTED]; + +export IARITHMETIC_BASIC = Invert[ARITHMETIC_BASIC]; + +export IARITHMETIC_BASIC_RESTRICTED = Invert[ARITHMETIC_BASIC_RESTRICTED]; + +export IARITHMETIC_GERMANIC = Invert[ARITHMETIC_GERMANIC]; + +export IARITHMETIC_GERMANIC_RESTRICTED = + Invert[ARITHMETIC_GERMANIC_RESTRICTED] +; + +export IARITHMETIC_VIGESIMAL = Invert[ARITHMETIC_VIGESIMAL]; + +export IARITHMETIC_VIGESIMAL_RESTRICTED = + Invert[ARITHMETIC_VIGESIMAL_RESTRICTED] +; + +## This should be applied on the lefthand side of FG to ensure that the only +## digit input nis permitted. +export DELTA_STAR = deltastar; diff --git a/third_party/chinese_text_normalization/thrax/src/util/byte.grm b/third_party/chinese_text_normalization/thrax/src/util/byte.grm new file mode 100644 index 000000000..32e6ead75 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/util/byte.grm @@ -0,0 +1,75 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Standard constants for ASCII (byte) based strings. This mirrors the +# functions provided by C/C++'s ctype.h library. + +# Note that [0] is missing; matching the string-termination character is kinda weird. +export kBytes = Optimize[ + "[1]" | "[2]" | "[3]" | "[4]" | "[5]" | "[6]" | "[7]" | "[8]" | "[9]" | "[10]" | + "[11]" | "[12]" | "[13]" | "[14]" | "[15]" | "[16]" | "[17]" | "[18]" | "[19]" | "[20]" | + "[21]" | "[22]" | "[23]" | "[24]" | "[25]" | "[26]" | "[27]" | "[28]" | "[29]" | "[30]" | + "[31]" | "[32]" | "[33]" | "[34]" | "[35]" | "[36]" | "[37]" | "[38]" | "[39]" | "[40]" | + "[41]" | "[42]" | "[43]" | "[44]" | "[45]" | "[46]" | "[47]" | "[48]" | "[49]" | "[50]" | + "[51]" | "[52]" | "[53]" | "[54]" | "[55]" | "[56]" | "[57]" | "[58]" | "[59]" | "[60]" | + "[61]" | "[62]" | "[63]" | "[64]" | "[65]" | "[66]" | "[67]" | "[68]" | "[69]" | "[70]" | + "[71]" | "[72]" | "[73]" | "[74]" | "[75]" | "[76]" | "[77]" | "[78]" | "[79]" | "[80]" | + "[81]" | "[82]" | "[83]" | "[84]" | "[85]" | "[86]" | "[87]" | "[88]" | "[89]" | "[90]" | + "[91]" | "[92]" | "[93]" | "[94]" | "[95]" | "[96]" | "[97]" | "[98]" | "[99]" | "[100]" | +"[101]" | "[102]" | "[103]" | "[104]" | "[105]" | "[106]" | "[107]" | "[108]" | "[109]" | "[110]" | +"[111]" | "[112]" | "[113]" | "[114]" | "[115]" | "[116]" | "[117]" | "[118]" | "[119]" | "[120]" | +"[121]" | "[122]" | "[123]" | "[124]" | "[125]" | "[126]" | "[127]" | "[128]" | "[129]" | "[130]" | +"[131]" | "[132]" | "[133]" | "[134]" | "[135]" | "[136]" | "[137]" | "[138]" | "[139]" | "[140]" | +"[141]" | "[142]" | "[143]" | "[144]" | "[145]" | "[146]" | "[147]" | "[148]" | "[149]" | "[150]" | +"[151]" | "[152]" | "[153]" | "[154]" | "[155]" | "[156]" | "[157]" | "[158]" | "[159]" | "[160]" | +"[161]" | "[162]" | "[163]" | "[164]" | "[165]" | "[166]" | "[167]" | "[168]" | "[169]" | "[170]" | +"[171]" | "[172]" | "[173]" | "[174]" | "[175]" | "[176]" | "[177]" | "[178]" | "[179]" | "[180]" | +"[181]" | "[182]" | "[183]" | "[184]" | "[185]" | "[186]" | "[187]" | "[188]" | "[189]" | "[190]" | +"[191]" | "[192]" | "[193]" | "[194]" | "[195]" | "[196]" | "[197]" | "[198]" | "[199]" | "[200]" | +"[201]" | "[202]" | "[203]" | "[204]" | "[205]" | "[206]" | "[207]" | "[208]" | "[209]" | "[210]" | +"[211]" | "[212]" | "[213]" | "[214]" | "[215]" | "[216]" | "[217]" | "[218]" | "[219]" | "[220]" | +"[221]" | "[222]" | "[223]" | "[224]" | "[225]" | "[226]" | "[227]" | "[228]" | "[229]" | "[230]" | +"[231]" | "[232]" | "[233]" | "[234]" | "[235]" | "[236]" | "[237]" | "[238]" | "[239]" | "[240]" | +"[241]" | "[242]" | "[243]" | "[244]" | "[245]" | "[246]" | "[247]" | "[248]" | "[249]" | "[250]" | +"[251]" | "[252]" | "[253]" | "[254]" | "[255]" +]; + +export kDigit = Optimize[ + "0" | "1" | "2" | "3" | "4" | "5" | "6" | "7" | "8" | "9" +]; + +export kLower = Optimize[ + "a" | "b" | "c" | "d" | "e" | "f" | "g" | "h" | "i" | "j" | "k" | "l" | "m" | + "n" | "o" | "p" | "q" | "r" | "s" | "t" | "u" | "v" | "w" | "x" | "y" | "z" +]; +export kUpper = Optimize[ + "A" | "B" | "C" | "D" | "E" | "F" | "G" | "H" | "I" | "J" | "K" | "L" | "M" | + "N" | "O" | "P" | "Q" | "R" | "S" | "T" | "U" | "V" | "W" | "X" | "Y" | "Z" +]; +export kAlpha = Optimize[kLower | kUpper]; + +export kAlnum = Optimize[kDigit | kAlpha]; + +export kSpace = Optimize[ + " " | "\t" | "\n" | "\r" +]; +export kNotSpace = Optimize[kBytes - kSpace]; + +export kPunct = Optimize[ + "!" | "\"" | "#" | "$" | "%" | "&" | "'" | "(" | ")" | "*" | "+" | "," | + "-" | "." | "/" | ":" | ";" | "<" | "=" | ">" | "?" | "@" | "\[" | "\\" | + "\]" | "^" | "_" | "`" | "{" | "|" | "}" | "~" +]; + +export kGraph = Optimize[kAlnum | kPunct]; diff --git a/third_party/chinese_text_normalization/thrax/src/util/case.grm b/third_party/chinese_text_normalization/thrax/src/util/case.grm new file mode 100644 index 000000000..ff10354b7 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/util/case.grm @@ -0,0 +1,3383 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Case-conversion functions. + +import 'util/byte.grm' as bytelib; + +export UPPER = + "A" + | "B" + | "C" + | "D" + | "E" + | "F" + | "G" + | "H" + | "I" + | "J" + | "K" + | "L" + | "M" + | "N" + | "O" + | "P" + | "Q" + | "R" + | "S" + | "T" + | "U" + | "V" + | "W" + | "X" + | "Y" + | "Z" + | "À" + | "Á" + | "Â" + | "Ã" + | "Ä" + | "Å" + | "Æ" + | "Ç" + | "È" + | "É" + | "Ê" + | "Ë" + | "Ì" + | "Í" + | "Î" + | "Ï" + | "Ð" + | "Ñ" + | "Ò" + | "Ó" + | "Ô" + | "Õ" + | "Ö" + | "Ø" + | "Ù" + | "Ú" + | "Û" + | "Ü" + | "Ý" + | "Þ" + | "Ā" + | "Ă" + | "Ą" + | "Ć" + | "Ĉ" + | "Ċ" + | "Č" + | "Ď" + | "Đ" + | "Ē" + | "Ĕ" + | "Ė" + | "Ę" + | "Ě" + | "Ĝ" + | "Ğ" + | "Ġ" + | "Ģ" + | "Ĥ" + | "Ħ" + | "Ĩ" + | "Ī" + | "Ĭ" + | "Į" + | "İ" + | "IJ" + | "Ĵ" + | "Ķ" + | "Ĺ" + | "Ļ" + | "Ľ" + | "Ŀ" + | "Ł" + | "Ń" + | "Ņ" + | "Ň" + | "Ŋ" + | "Ō" + | "Ŏ" + | "Ő" + | "Œ" + | "Ŕ" + | "Ŗ" + | "Ř" + | "Ś" + | "Ŝ" + | "Ş" + | "Š" + | "Ţ" + | "Ť" + | "Ŧ" + | "Ũ" + | "Ū" + | "Ŭ" + | "Ů" + | "Ű" + | "Ų" + | "Ŵ" + | "Ŷ" + | "Ÿ" + | "Ź" + | "Ż" + | "Ž" + | "Ɓ" + | "Ƃ" + | "Ƅ" + | "Ɔ" + | "Ƈ" + | "Ɖ" + | "Ɗ" + | "Ƌ" + | "Ǝ" + | "Ə" + | "Ɛ" + | "Ƒ" + | "Ɠ" + | "Ɣ" + | "Ɩ" + | "Ɨ" + | "Ƙ" + | "Ɯ" + | "Ɲ" + | "Ɵ" + | "Ơ" + | "Ƣ" + | "Ƥ" + | "Ƨ" + | "Ʃ" + | "Ƭ" + | "Ʈ" + | "Ư" + | "Ʊ" + | "Ʋ" + | "Ƴ" + | "Ƶ" + | "Ʒ" + | "Ƹ" + | "Ƽ" + | "DŽ" + | "Dž" + | "LJ" + | "Lj" + | "NJ" + | "Nj" + | "Ǎ" + | "Ǐ" + | "Ǒ" + | "Ǔ" + | "Ǖ" + | "Ǘ" + | "Ǚ" + | "Ǜ" + | "Ǟ" + | "Ǡ" + | "Ǣ" + | "Ǥ" + | "Ǧ" + | "Ǩ" + | "Ǫ" + | "Ǭ" + | "Ǯ" + | "DZ" + | "Dz" + | "Ǵ" + | "Ƕ" + | "Ƿ" + | "Ǹ" + | "Ǻ" + | "Ǽ" + | "Ǿ" + | "Ȁ" + | "Ȃ" + | "Ȅ" + | "Ȇ" + | "Ȉ" + | "Ȋ" + | "Ȍ" + | "Ȏ" + | "Ȑ" + | "Ȓ" + | "Ȕ" + | "Ȗ" + | "Ș" + | "Ț" + | "Ȝ" + | "Ȟ" + | "Ƞ" + | "Ȣ" + | "Ȥ" + | "Ȧ" + | "Ȩ" + | "Ȫ" + | "Ȭ" + | "Ȯ" + | "Ȱ" + | "Ȳ" + | "Ȼ" + | "Ƚ" + | "Ɂ" + | "Ά" + | "Έ" + | "Ή" + | "Ί" + | "Ό" + | "Ύ" + | "Ώ" + | "Α" + | "Β" + | "Γ" + | "Δ" + | "Ε" + | "Ζ" + | "Η" + | "Θ" + | "Ι" + | "Κ" + | "Λ" + | "Μ" + | "Ν" + | "Ξ" + | "Ο" + | "Π" + | "Ρ" + | "Σ" + | "Τ" + | "Υ" + | "Φ" + | "Χ" + | "Ψ" + | "Ω" + | "Ϊ" + | "Ϋ" + | "Ϣ" + | "Ϥ" + | "Ϧ" + | "Ϩ" + | "Ϫ" + | "Ϭ" + | "Ϯ" + | "ϴ" + | "Ϸ" + | "Ϲ" + | "Ϻ" + | "Ѐ" + | "Ё" + | "Ђ" + | "Ѓ" + | "Є" + | "Ѕ" + | "І" + | "Ї" + | "Ј" + | "Љ" + | "Њ" + | "Ћ" + | "Ќ" + | "Ѝ" + | "Ў" + | "Џ" + | "А" + | "Б" + | "В" + | "Г" + | "Д" + | "Е" + | "Ж" + | "З" + | "И" + | "Й" + | "К" + | "Л" + | "М" + | "Н" + | "О" + | "П" + | "Р" + | "С" + | "Т" + | "У" + | "Ф" + | "Х" + | "Ц" + | "Ч" + | "Ш" + | "Щ" + | "Ъ" + | "Ы" + | "Ь" + | "Э" + | "Ю" + | "Я" + | "Ѡ" + | "Ѣ" + | "Ѥ" + | "Ѧ" + | "Ѩ" + | "Ѫ" + | "Ѭ" + | "Ѯ" + | "Ѱ" + | "Ѳ" + | "Ѵ" + | "Ѷ" + | "Ѹ" + | "Ѻ" + | "Ѽ" + | "Ѿ" + | "Ҁ" + | "Ҋ" + | "Ҍ" + | "Ҏ" + | "Ґ" + | "Ғ" + | "Ҕ" + | "Җ" + | "Ҙ" + | "Қ" + | "Ҝ" + | "Ҟ" + | "Ҡ" + | "Ң" + | "Ҥ" + | "Ҧ" + | "Ҩ" + | "Ҫ" + | "Ҭ" + | "Ү" + | "Ұ" + | "Ҳ" + | "Ҵ" + | "Ҷ" + | "Ҹ" + | "Һ" + | "Ҽ" + | "Ҿ" + | "Ӂ" + | "Ӄ" + | "Ӆ" + | "Ӈ" + | "Ӊ" + | "Ӌ" + | "Ӎ" + | "Ӑ" + | "Ӓ" + | "Ӕ" + | "Ӗ" + | "Ә" + | "Ӛ" + | "Ӝ" + | "Ӟ" + | "Ӡ" + | "Ӣ" + | "Ӥ" + | "Ӧ" + | "Ө" + | "Ӫ" + | "Ӭ" + | "Ӯ" + | "Ӱ" + | "Ӳ" + | "Ӵ" + | "Ӷ" + | "Ӹ" + | "Ԁ" + | "Ԃ" + | "Ԅ" + | "Ԇ" + | "Ԉ" + | "Ԋ" + | "Ԍ" + | "Ԏ" + | "Ա" + | "Բ" + | "Գ" + | "Դ" + | "Ե" + | "Զ" + | "Է" + | "Ը" + | "Թ" + | "Ժ" + | "Ի" + | "Լ" + | "Խ" + | "Ծ" + | "Կ" + | "Հ" + | "Ձ" + | "Ղ" + | "Ճ" + | "Մ" + | "Յ" + | "Ն" + | "Շ" + | "Ո" + | "Չ" + | "Պ" + | "Ջ" + | "Ռ" + | "Ս" + | "Վ" + | "Տ" + | "Ր" + | "Ց" + | "Ւ" + | "Փ" + | "Ք" + | "Օ" + | "Ֆ" + | "Ⴀ" + | "Ⴁ" + | "Ⴂ" + | "Ⴃ" + | "Ⴄ" + | "Ⴅ" + | "Ⴆ" + | "Ⴇ" + | "Ⴈ" + | "Ⴉ" + | "Ⴊ" + | "Ⴋ" + | "Ⴌ" + | "Ⴍ" + | "Ⴎ" + | "Ⴏ" + | "Ⴐ" + | "Ⴑ" + | "Ⴒ" + | "Ⴓ" + | "Ⴔ" + | "Ⴕ" + | "Ⴖ" + | "Ⴗ" + | "Ⴘ" + | "Ⴙ" + | "Ⴚ" + | "Ⴛ" + | "Ⴜ" + | "Ⴝ" + | "Ⴞ" + | "Ⴟ" + | "Ⴠ" + | "Ⴡ" + | "Ⴢ" + | "Ⴣ" + | "Ⴤ" + | "Ⴥ" + | "Ḁ" + | "Ḃ" + | "Ḅ" + | "Ḇ" + | "Ḉ" + | "Ḋ" + | "Ḍ" + | "Ḏ" + | "Ḑ" + | "Ḓ" + | "Ḕ" + | "Ḗ" + | "Ḙ" + | "Ḛ" + | "Ḝ" + | "Ḟ" + | "Ḡ" + | "Ḣ" + | "Ḥ" + | "Ḧ" + | "Ḩ" + | "Ḫ" + | "Ḭ" + | "Ḯ" + | "Ḱ" + | "Ḳ" + | "Ḵ" + | "Ḷ" + | "Ḹ" + | "Ḻ" + | "Ḽ" + | "Ḿ" + | "Ṁ" + | "Ṃ" + | "Ṅ" + | "Ṇ" + | "Ṉ" + | "Ṋ" + | "Ṍ" + | "Ṏ" + | "Ṑ" + | "Ṓ" + | "Ṕ" + | "Ṗ" + | "Ṙ" + | "Ṛ" + | "Ṝ" + | "Ṟ" + | "Ṡ" + | "Ṣ" + | "Ṥ" + | "Ṧ" + | "Ṩ" + | "Ṫ" + | "Ṭ" + | "Ṯ" + | "Ṱ" + | "Ṳ" + | "Ṵ" + | "Ṷ" + | "Ṹ" + | "Ṻ" + | "Ṽ" + | "Ṿ" + | "Ẁ" + | "Ẃ" + | "Ẅ" + | "Ẇ" + | "Ẉ" + | "Ẋ" + | "Ẍ" + | "Ẏ" + | "Ẑ" + | "Ẓ" + | "Ẕ" + | "Ạ" + | "Ả" + | "Ấ" + | "Ầ" + | "Ẩ" + | "Ẫ" + | "Ậ" + | "Ắ" + | "Ằ" + | "Ẳ" + | "Ẵ" + | "Ặ" + | "Ẹ" + | "Ẻ" + | "Ẽ" + | "Ế" + | "Ề" + | "Ể" + | "Ễ" + | "Ệ" + | "Ỉ" + | "Ị" + | "Ọ" + | "Ỏ" + | "Ố" + | "Ồ" + | "Ổ" + | "Ỗ" + | "Ộ" + | "Ớ" + | "Ờ" + | "Ở" + | "Ỡ" + | "Ợ" + | "Ụ" + | "Ủ" + | "Ứ" + | "Ừ" + | "Ử" + | "Ữ" + | "Ự" + | "Ỳ" + | "Ỵ" + | "Ỷ" + | "Ỹ" + | "Ἀ" + | "Ἁ" + | "Ἂ" + | "Ἃ" + | "Ἄ" + | "Ἅ" + | "Ἆ" + | "Ἇ" + | "Ἐ" + | "Ἑ" + | "Ἒ" + | "Ἓ" + | "Ἔ" + | "Ἕ" + | "Ἠ" + | "Ἡ" + | "Ἢ" + | "Ἣ" + | "Ἤ" + | "Ἥ" + | "Ἦ" + | "Ἧ" + | "Ἰ" + | "Ἱ" + | "Ἲ" + | "Ἳ" + | "Ἴ" + | "Ἵ" + | "Ἶ" + | "Ἷ" + | "Ὀ" + | "Ὁ" + | "Ὂ" + | "Ὃ" + | "Ὄ" + | "Ὅ" + | "Ὑ" + | "Ὓ" + | "Ὕ" + | "Ὗ" + | "Ὠ" + | "Ὡ" + | "Ὢ" + | "Ὣ" + | "Ὤ" + | "Ὥ" + | "Ὦ" + | "Ὧ" + | "ᾈ" + | "ᾉ" + | "ᾊ" + | "ᾋ" + | "ᾌ" + | "ᾍ" + | "ᾎ" + | "ᾏ" + | "ᾘ" + | "ᾙ" + | "ᾚ" + | "ᾛ" + | "ᾜ" + | "ᾝ" + | "ᾞ" + | "ᾟ" + | "ᾨ" + | "ᾩ" + | "ᾪ" + | "ᾫ" + | "ᾬ" + | "ᾭ" + | "ᾮ" + | "ᾯ" + | "Ᾰ" + | "Ᾱ" + | "Ὰ" + | "Ά" + | "ᾼ" + | "Ὲ" + | "Έ" + | "Ὴ" + | "Ή" + | "ῌ" + | "Ῐ" + | "Ῑ" + | "Ὶ" + | "Ί" + | "Ῠ" + | "Ῡ" + | "Ὺ" + | "Ύ" + | "Ῥ" + | "Ὸ" + | "Ό" + | "Ὼ" + | "Ώ" + | "ῼ" + | "Ⓐ" + | "Ⓑ" + | "Ⓒ" + | "Ⓓ" + | "Ⓔ" + | "Ⓕ" + | "Ⓖ" + | "Ⓗ" + | "Ⓘ" + | "Ⓙ" + | "Ⓚ" + | "Ⓛ" + | "Ⓜ" + | "Ⓝ" + | "Ⓞ" + | "Ⓟ" + | "Ⓠ" + | "Ⓡ" + | "Ⓢ" + | "Ⓣ" + | "Ⓤ" + | "Ⓥ" + | "Ⓦ" + | "Ⓧ" + | "Ⓨ" + | "Ⓩ" + | "Ⰰ" + | "Ⰱ" + | "Ⰲ" + | "Ⰳ" + | "Ⰴ" + | "Ⰵ" + | "Ⰶ" + | "Ⰷ" + | "Ⰸ" + | "Ⰹ" + | "Ⰺ" + | "Ⰻ" + | "Ⰼ" + | "Ⰽ" + | "Ⰾ" + | "Ⰿ" + | "Ⱀ" + | "Ⱁ" + | "Ⱂ" + | "Ⱃ" + | "Ⱄ" + | "Ⱅ" + | "Ⱆ" + | "Ⱇ" + | "Ⱈ" + | "Ⱉ" + | "Ⱊ" + | "Ⱋ" + | "Ⱌ" + | "Ⱍ" + | "Ⱎ" + | "Ⱏ" + | "Ⱐ" + | "Ⱑ" + | "Ⱒ" + | "Ⱓ" + | "Ⱔ" + | "Ⱕ" + | "Ⱖ" + | "Ⱗ" + | "Ⱘ" + | "Ⱙ" + | "Ⱚ" + | "Ⱛ" + | "Ⱜ" + | "Ⱝ" + | "Ⱞ" + | "Ⲁ" + | "Ⲃ" + | "Ⲅ" + | "Ⲇ" + | "Ⲉ" + | "Ⲋ" + | "Ⲍ" + | "Ⲏ" + | "Ⲑ" + | "Ⲓ" + | "Ⲕ" + | "Ⲗ" + | "Ⲙ" + | "Ⲛ" + | "Ⲝ" + | "Ⲟ" + | "Ⲡ" + | "Ⲣ" + | "Ⲥ" + | "Ⲧ" + | "Ⲩ" + | "Ⲫ" + | "Ⲭ" + | "Ⲯ" + | "Ⲱ" + | "Ⲳ" + | "Ⲵ" + | "Ⲷ" + | "Ⲹ" + | "Ⲻ" + | "Ⲽ" + | "Ⲿ" + | "Ⳁ" + | "Ⳃ" + | "Ⳅ" + | "Ⳇ" + | "Ⳉ" + | "Ⳋ" + | "Ⳍ" + | "Ⳏ" + | "Ⳑ" + | "Ⳓ" + | "Ⳕ" + | "Ⳗ" + | "Ⳙ" + | "Ⳛ" + | "Ⳝ" + | "Ⳟ" + | "Ⳡ" + | "Ⳣ" + | "Ａ" + | "Ｂ" + | "Ｃ" + | "Ｄ" + | "Ｅ" + | "Ｆ" + | "Ｇ" + | "Ｈ" + | "Ｉ" + | "Ｊ" + | "Ｋ" + | "Ｌ" + | "Ｍ" + | "Ｎ" + | "Ｏ" + | "Ｐ" + | "Ｑ" + | "Ｒ" + | "Ｓ" + | "Ｔ" + | "Ｕ" + | "Ｖ" + | "Ｗ" + | "Ｘ" + | "Ｙ" + | "Ｚ" +; + +export LOWER = + "a" + | "b" + | "c" + | "d" + | "e" + | "f" + | "g" + | "h" + | "i" + | "j" + | "k" + | "l" + | "m" + | "n" + | "o" + | "p" + | "q" + | "r" + | "s" + | "t" + | "u" + | "v" + | "w" + | "x" + | "y" + | "z" + | "à" + | "á" + | "â" + | "ã" + | "ä" + | "å" + | "æ" + | "ç" + | "è" + | "é" + | "ê" + | "ë" + | "ì" + | "í" + | "î" + | "ï" + | "ð" + | "ñ" + | "ò" + | "ó" + | "ô" + | "õ" + | "ö" + | "ø" + | "ù" + | "ú" + | "û" + | "ü" + | "ý" + | "þ" + | "ā" + | "ă" + | "ą" + | "ć" + | "ĉ" + | "ċ" + | "č" + | "ď" + | "đ" + | "ē" + | "ĕ" + | "ė" + | "ę" + | "ě" + | "ĝ" + | "ğ" + | "ġ" + | "ģ" + | "ĥ" + | "ħ" + | "ĩ" + | "ī" + | "ĭ" + | "į" + | "i" + | "ij" + | "ĵ" + | "ķ" + | "ĺ" + | "ļ" + | "ľ" + | "ŀ" + | "ł" + | "ń" + | "ņ" + | "ň" + | "ŋ" + | "ō" + | "ŏ" + | "ő" + | "œ" + | "ŕ" + | "ŗ" + | "ř" + | "ś" + | "ŝ" + | "ş" + | "ß" + | "š" + | "ţ" + | "ť" + | "ŧ" + | "ũ" + | "ū" + | "ŭ" + | "ů" + | "ű" + | "ų" + | "ŵ" + | "ŷ" + | "ÿ" + | "ź" + | "ż" + | "ž" + | "ɓ" + | "ƃ" + | "ƅ" + | "ɔ" + | "ƈ" + | "ɖ" + | "ɗ" + | "ƌ" + | "ǝ" + | "ə" + | "ɛ" + | "ƒ" + | "ɠ" + | "ɣ" + | "ɩ" + | "ɨ" + | "ƙ" + | "ɯ" + | "ɲ" + | "ɵ" + | "ơ" + | "ƣ" + | "ƥ" + | "ƨ" + | "ʃ" + | "ƭ" + | "ʈ" + | "ư" + | "ʊ" + | "ʋ" + | "ƴ" + | "ƶ" + | "ʒ" + | "ƹ" + | "ƽ" + | "dž" + | "dž" + | "lj" + | "lj" + | "nj" + | "nj" + | "ǎ" + | "ǐ" + | "ǒ" + | "ǔ" + | "ǖ" + | "ǘ" + | "ǚ" + | "ǜ" + | "ǟ" + | "ǡ" + | "ǣ" + | "ǥ" + | "ǧ" + | "ǩ" + | "ǫ" + | "ǭ" + | "ǯ" + | "dz" + | "dz" + | "ǵ" + | "ƕ" + | "ƿ" + | "ǹ" + | "ǻ" + | "ǽ" + | "ǿ" + | "ȁ" + | "ȃ" + | "ȅ" + | "ȇ" + | "ȉ" + | "ȋ" + | "ȍ" + | "ȏ" + | "ȑ" + | "ȓ" + | "ȕ" + | "ȗ" + | "ș" + | "ț" + | "ȝ" + | "ȟ" + | "ƞ" + | "ȣ" + | "ȥ" + | "ȧ" + | "ȩ" + | "ȫ" + | "ȭ" + | "ȯ" + | "ȱ" + | "ȳ" + | "ȼ" + | "ƚ" + | "ʔ" + | "ά" + | "έ" + | "ή" + | "ί" + | "ό" + | "ύ" + | "ώ" + | "α" + | "β" + | "γ" + | "δ" + | "ε" + | "ζ" + | "η" + | "θ" + | "ι" + | "κ" + | "λ" + | "μ" + | "ν" + | "ξ" + | "ο" + | "π" + | "ρ" + | "σ" + | "ς" + | "τ" + | "υ" + | "φ" + | "χ" + | "ψ" + | "ω" + | "ϊ" + | "ϋ" + | "ϣ" + | "ϥ" + | "ϧ" + | "ϩ" + | "ϫ" + | "ϭ" + | "ϯ" + | "θ" + | "ϸ" + | "ϲ" + | "ϻ" + | "ѐ" + | "ё" + | "ђ" + | "ѓ" + | "є" + | "ѕ" + | "і" + | "ї" + | "ј" + | "љ" + | "њ" + | "ћ" + | "ќ" + | "ѝ" + | "ў" + | "џ" + | "а" + | "б" + | "в" + | "г" + | "д" + | "е" + | "ж" + | "з" + | "и" + | "й" + | "к" + | "л" + | "м" + | "н" + | "о" + | "п" + | "р" + | "с" + | "т" + | "у" + | "ф" + | "х" + | "ц" + | "ч" + | "ш" + | "щ" + | "ъ" + | "ы" + | "ь" + | "э" + | "ю" + | "я" + | "ѡ" + | "ѣ" + | "ѥ" + | "ѧ" + | "ѩ" + | "ѫ" + | "ѭ" + | "ѯ" + | "ѱ" + | "ѳ" + | "ѵ" + | "ѷ" + | "ѹ" + | "ѻ" + | "ѽ" + | "ѿ" + | "ҁ" + | "ҋ" + | "ҍ" + | "ҏ" + | "ґ" + | "ғ" + | "ҕ" + | "җ" + | "ҙ" + | "қ" + | "ҝ" + | "ҟ" + | "ҡ" + | "ң" + | "ҥ" + | "ҧ" + | "ҩ" + | "ҫ" + | "ҭ" + | "ү" + | "ұ" + | "ҳ" + | "ҵ" + | "ҷ" + | "ҹ" + | "һ" + | "ҽ" + | "ҿ" + | "ӂ" + | "ӄ" + | "ӆ" + | "ӈ" + | "ӊ" + | "ӌ" + | "ӎ" + | "ӑ" + | "ӓ" + | "ӕ" + | "ӗ" + | "ә" + | "ӛ" + | "ӝ" + | "ӟ" + | "ӡ" + | "ӣ" + | "ӥ" + | "ӧ" + | "ө" + | "ӫ" + | "ӭ" + | "ӯ" + | "ӱ" + | "ӳ" + | "ӵ" + | "ӷ" + | "ӹ" + | "ԁ" + | "ԃ" + | "ԅ" + | "ԇ" + | "ԉ" + | "ԋ" + | "ԍ" + | "ԏ" + | "ա" + | "բ" + | "գ" + | "դ" + | "ե" + | "զ" + | "է" + | "ը" + | "թ" + | "ժ" + | "ի" + | "լ" + | "խ" + | "ծ" + | "կ" + | "հ" + | "ձ" + | "ղ" + | "ճ" + | "մ" + | "յ" + | "ն" + | "շ" + | "ո" + | "չ" + | "պ" + | "ջ" + | "ռ" + | "ս" + | "վ" + | "տ" + | "ր" + | "ց" + | "ւ" + | "փ" + | "ք" + | "օ" + | "ֆ" + | "ⴀ" + | "ⴁ" + | "ⴂ" + | "ⴃ" + | "ⴄ" + | "ⴅ" + | "ⴆ" + | "ⴇ" + | "ⴈ" + | "ⴉ" + | "ⴊ" + | "ⴋ" + | "ⴌ" + | "ⴍ" + | "ⴎ" + | "ⴏ" + | "ⴐ" + | "ⴑ" + | "ⴒ" + | "ⴓ" + | "ⴔ" + | "ⴕ" + | "ⴖ" + | "ⴗ" + | "ⴘ" + | "ⴙ" + | "ⴚ" + | "ⴛ" + | "ⴜ" + | "ⴝ" + | "ⴞ" + | "ⴟ" + | "ⴠ" + | "ⴡ" + | "ⴢ" + | "ⴣ" + | "ⴤ" + | "ⴥ" + | "ḁ" + | "ḃ" + | "ḅ" + | "ḇ" + | "ḉ" + | "ḋ" + | "ḍ" + | "ḏ" + | "ḑ" + | "ḓ" + | "ḕ" + | "ḗ" + | "ḙ" + | "ḛ" + | "ḝ" + | "ḟ" + | "ḡ" + | "ḣ" + | "ḥ" + | "ḧ" + | "ḩ" + | "ḫ" + | "ḭ" + | "ḯ" + | "ḱ" + | "ḳ" + | "ḵ" + | "ḷ" + | "ḹ" + | "ḻ" + | "ḽ" + | "ḿ" + | "ṁ" + | "ṃ" + | "ṅ" + | "ṇ" + | "ṉ" + | "ṋ" + | "ṍ" + | "ṏ" + | "ṑ" + | "ṓ" + | "ṕ" + | "ṗ" + | "ṙ" + | "ṛ" + | "ṝ" + | "ṟ" + | "ṡ" + | "ṣ" + | "ṥ" + | "ṧ" + | "ṩ" + | "ṫ" + | "ṭ" + | "ṯ" + | "ṱ" + | "ṳ" + | "ṵ" + | "ṷ" + | "ṹ" + | "ṻ" + | "ṽ" + | "ṿ" + | "ẁ" + | "ẃ" + | "ẅ" + | "ẇ" + | "ẉ" + | "ẋ" + | "ẍ" + | "ẏ" + | "ẑ" + | "ẓ" + | "ẕ" + | "ạ" + | "ả" + | "ấ" + | "ầ" + | "ẩ" + | "ẫ" + | "ậ" + | "ắ" + | "ằ" + | "ẳ" + | "ẵ" + | "ặ" + | "ẹ" + | "ẻ" + | "ẽ" + | "ế" + | "ề" + | "ể" + | "ễ" + | "ệ" + | "ỉ" + | "ị" + | "ọ" + | "ỏ" + | "ố" + | "ồ" + | "ổ" + | "ỗ" + | "ộ" + | "ớ" + | "ờ" + | "ở" + | "ỡ" + | "ợ" + | "ụ" + | "ủ" + | "ứ" + | "ừ" + | "ử" + | "ữ" + | "ự" + | "ỳ" + | "ỵ" + | "ỷ" + | "ỹ" + | "ἀ" + | "ἁ" + | "ἂ" + | "ἃ" + | "ἄ" + | "ἅ" + | "ἆ" + | "ἇ" + | "ἐ" + | "ἑ" + | "ἒ" + | "ἓ" + | "ἔ" + | "ἕ" + | "ἠ" + | "ἡ" + | "ἢ" + | "ἣ" + | "ἤ" + | "ἥ" + | "ἦ" + | "ἧ" + | "ἰ" + | "ἱ" + | "ἲ" + | "ἳ" + | "ἴ" + | "ἵ" + | "ἶ" + | "ἷ" + | "ὀ" + | "ὁ" + | "ὂ" + | "ὃ" + | "ὄ" + | "ὅ" + | "ὑ" + | "ὓ" + | "ὕ" + | "ὗ" + | "ὠ" + | "ὡ" + | "ὢ" + | "ὣ" + | "ὤ" + | "ὥ" + | "ὦ" + | "ὧ" + | "ᾀ" + | "ᾁ" + | "ᾂ" + | "ᾃ" + | "ᾄ" + | "ᾅ" + | "ᾆ" + | "ᾇ" + | "ᾐ" + | "ᾑ" + | "ᾒ" + | "ᾓ" + | "ᾔ" + | "ᾕ" + | "ᾖ" + | "ᾗ" + | "ᾠ" + | "ᾡ" + | "ᾢ" + | "ᾣ" + | "ᾤ" + | "ᾥ" + | "ᾦ" + | "ᾧ" + | "ᾰ" + | "ᾱ" + | "ὰ" + | "ά" + | "ᾳ" + | "ὲ" + | "έ" + | "ὴ" + | "ή" + | "ῃ" + | "ῐ" + | "ῑ" + | "ὶ" + | "ί" + | "ῠ" + | "ῡ" + | "ὺ" + | "ύ" + | "ῥ" + | "ὸ" + | "ό" + | "ὼ" + | "ώ" + | "ῳ" + | "ⓐ" + | "ⓑ" + | "ⓒ" + | "ⓓ" + | "ⓔ" + | "ⓕ" + | "ⓖ" + | "ⓗ" + | "ⓘ" + | "ⓙ" + | "ⓚ" + | "ⓛ" + | "ⓜ" + | "ⓝ" + | "ⓞ" + | "ⓟ" + | "ⓠ" + | "ⓡ" + | "ⓢ" + | "ⓣ" + | "ⓤ" + | "ⓥ" + | "ⓦ" + | "ⓧ" + | "ⓨ" + | "ⓩ" + | "ⰰ" + | "ⰱ" + | "ⰲ" + | "ⰳ" + | "ⰴ" + | "ⰵ" + | "ⰶ" + | "ⰷ" + | "ⰸ" + | "ⰹ" + | "ⰺ" + | "ⰻ" + | "ⰼ" + | "ⰽ" + | "ⰾ" + | "ⰿ" + | "ⱀ" + | "ⱁ" + | "ⱂ" + | "ⱃ" + | "ⱄ" + | "ⱅ" + | "ⱆ" + | "ⱇ" + | "ⱈ" + | "ⱉ" + | "ⱊ" + | "ⱋ" + | "ⱌ" + | "ⱍ" + | "ⱎ" + | "ⱏ" + | "ⱐ" + | "ⱑ" + | "ⱒ" + | "ⱓ" + | "ⱔ" + | "ⱕ" + | "ⱖ" + | "ⱗ" + | "ⱘ" + | "ⱙ" + | "ⱚ" + | "ⱛ" + | "ⱜ" + | "ⱝ" + | "ⱞ" + | "ⲁ" + | "ⲃ" + | "ⲅ" + | "ⲇ" + | "ⲉ" + | "ⲋ" + | "ⲍ" + | "ⲏ" + | "ⲑ" + | "ⲓ" + | "ⲕ" + | "ⲗ" + | "ⲙ" + | "ⲛ" + | "ⲝ" + | "ⲟ" + | "ⲡ" + | "ⲣ" + | "ⲥ" + | "ⲧ" + | "ⲩ" + | "ⲫ" + | "ⲭ" + | "ⲯ" + | "ⲱ" + | "ⲳ" + | "ⲵ" + | "ⲷ" + | "ⲹ" + | "ⲻ" + | "ⲽ" + | "ⲿ" + | "ⳁ" + | "ⳃ" + | "ⳅ" + | "ⳇ" + | "ⳉ" + | "ⳋ" + | "ⳍ" + | "ⳏ" + | "ⳑ" + | "ⳓ" + | "ⳕ" + | "ⳗ" + | "ⳙ" + | "ⳛ" + | "ⳝ" + | "ⳟ" + | "ⳡ" + | "ⳣ" + | "ａ" + | "ｂ" + | "ｃ" + | "ｄ" + | "ｅ" + | "ｆ" + | "ｇ" + | "ｈ" + | "ｉ" + | "ｊ" + | "ｋ" + | "ｌ" + | "ｍ" + | "ｎ" + | "ｏ" + | "ｐ" + | "ｑ" + | "ｒ" + | "ｓ" + | "ｔ" + | "ｕ" + | "ｖ" + | "ｗ" + | "ｘ" + | "ｙ" + | "ｚ" +; + +export toupper_deterministic = Determinize[ + ("a" : "A") + | ("b" : "B") + | ("c" : "C") + | ("d" : "D") + | ("e" : "E") + | ("f" : "F") + | ("g" : "G") + | ("h" : "H") + | ("i" : "I") + | ("j" : "J") + | ("k" : "K") + | ("l" : "L") + | ("m" : "M") + | ("n" : "N") + | ("o" : "O") + | ("p" : "P") + | ("q" : "Q") + | ("r" : "R") + | ("s" : "S") + | ("t" : "T") + | ("u" : "U") + | ("v" : "V") + | ("w" : "W") + | ("x" : "X") + | ("y" : "Y") + | ("z" : "Z") + | ("à" : "À") + | ("á" : "Á") + | ("â" : "Â") + | ("ã" : "Ã") + | ("ä" : "Ä") + | ("å" : "Å") + | ("æ" : "Æ") + | ("ç" : "Ç") + | ("è" : "È") + | ("é" : "É") + | ("ê" : "Ê") + | ("ë" : "Ë") + | ("ì" : "Ì") + | ("í" : "Í") + | ("î" : "Î") + | ("ï" : "Ï") + | ("ð" : "Ð") + | ("ñ" : "Ñ") + | ("ò" : "Ò") + | ("ó" : "Ó") + | ("ô" : "Ô") + | ("õ" : "Õ") + | ("ö" : "Ö") + | ("ø" : "Ø") + | ("ù" : "Ù") + | ("ú" : "Ú") + | ("û" : "Û") + | ("ü" : "Ü") + | ("ý" : "Ý") + | ("þ" : "Þ") + | ("ā" : "Ā") + | ("ă" : "Ă") + | ("ą" : "Ą") + | ("ć" : "Ć") + | ("ĉ" : "Ĉ") + | ("ċ" : "Ċ") + | ("č" : "Č") + | ("ď" : "Ď") + | ("đ" : "Đ") + | ("ē" : "Ē") + | ("ĕ" : "Ĕ") + | ("ė" : "Ė") + | ("ę" : "Ę") + | ("ě" : "Ě") + | ("ĝ" : "Ĝ") + | ("ğ" : "Ğ") + | ("ġ" : "Ġ") + | ("ģ" : "Ģ") + | ("ĥ" : "Ĥ") + | ("ħ" : "Ħ") + | ("ĩ" : "Ĩ") + | ("ī" : "Ī") + | ("ĭ" : "Ĭ") + | ("į" : "Į") + | ("ij" : "IJ") + | ("ĵ" : "Ĵ") + | ("ķ" : "Ķ") + | ("ĺ" : "Ĺ") + | ("ļ" : "Ļ") + | ("ľ" : "Ľ") + | ("ŀ" : "Ŀ") + | ("ł" : "Ł") + | ("ń" : "Ń") + | ("ņ" : "Ņ") + | ("ň" : "Ň") + | ("ŋ" : "Ŋ") + | ("ō" : "Ō") + | ("ŏ" : "Ŏ") + | ("ő" : "Ő") + | ("œ" : "Œ") + | ("ŕ" : "Ŕ") + | ("ŗ" : "Ŗ") + | ("ř" : "Ř") + | ("ś" : "Ś") + | ("ŝ" : "Ŝ") + | ("ş" : "Ş") + | ("š" : "Š") + | ("ţ" : "Ţ") + | ("ť" : "Ť") + | ("ŧ" : "Ŧ") + | ("ũ" : "Ũ") + | ("ū" : "Ū") + | ("ŭ" : "Ŭ") + | ("ů" : "Ů") + | ("ű" : "Ű") + | ("ų" : "Ų") + | ("ŵ" : "Ŵ") + | ("ŷ" : "Ŷ") + | ("ÿ" : "Ÿ") + | ("ź" : "Ź") + | ("ż" : "Ż") + | ("ž" : "Ž") + | ("ɓ" : "Ɓ") + | ("ƃ" : "Ƃ") + | ("ƅ" : "Ƅ") + | ("ɔ" : "Ɔ") + | ("ƈ" : "Ƈ") + | ("ɖ" : "Ɖ") + | ("ɗ" : "Ɗ") + | ("ƌ" : "Ƌ") + | ("ǝ" : "Ǝ") + | ("ə" : "Ə") + | ("ɛ" : "Ɛ") + | ("ƒ" : "Ƒ") + | ("ɠ" : "Ɠ") + | ("ɣ" : "Ɣ") + | ("ɩ" : "Ɩ") + | ("ɨ" : "Ɨ") + | ("ƙ" : "Ƙ") + | ("ɯ" : "Ɯ") + | ("ɲ" : "Ɲ") + | ("ɵ" : "Ɵ") + | ("ơ" : "Ơ") + | ("ƣ" : "Ƣ") + | ("ƥ" : "Ƥ") + | ("ƨ" : "Ƨ") + | ("ʃ" : "Ʃ") + | ("ƭ" : "Ƭ") + | ("ʈ" : "Ʈ") + | ("ư" : "Ư") + | ("ʊ" : "Ʊ") + | ("ʋ" : "Ʋ") + | ("ƴ" : "Ƴ") + | ("ƶ" : "Ƶ") + | ("ʒ" : "Ʒ") + | ("ƹ" : "Ƹ") + | ("ƽ" : "Ƽ") + | ("dž" : "DŽ") + | ("lj" : "LJ") + | ("nj" : "NJ") + | ("ǎ" : "Ǎ") + | ("ǐ" : "Ǐ") + | ("ǒ" : "Ǒ") + | ("ǔ" : "Ǔ") + | ("ǖ" : "Ǖ") + | ("ǘ" : "Ǘ") + | ("ǚ" : "Ǚ") + | ("ǜ" : "Ǜ") + | ("ǟ" : "Ǟ") + | ("ǡ" : "Ǡ") + | ("ǣ" : "Ǣ") + | ("ǥ" : "Ǥ") + | ("ǧ" : "Ǧ") + | ("ǩ" : "Ǩ") + | ("ǫ" : "Ǫ") + | ("ǭ" : "Ǭ") + | ("ǯ" : "Ǯ") + | ("dz" : "DZ") + | ("ǵ" : "Ǵ") + | ("ƕ" : "Ƕ") + | ("ƿ" : "Ƿ") + | ("ǹ" : "Ǹ") + | ("ǻ" : "Ǻ") + | ("ǽ" : "Ǽ") + | ("ǿ" : "Ǿ") + | ("ȁ" : "Ȁ") + | ("ȃ" : "Ȃ") + | ("ȅ" : "Ȅ") + | ("ȇ" : "Ȇ") + | ("ȉ" : "Ȉ") + | ("ȋ" : "Ȋ") + | ("ȍ" : "Ȍ") + | ("ȏ" : "Ȏ") + | ("ȑ" : "Ȑ") + | ("ȓ" : "Ȓ") + | ("ȕ" : "Ȕ") + | ("ȗ" : "Ȗ") + | ("ș" : "Ș") + | ("ț" : "Ț") + | ("ȝ" : "Ȝ") + | ("ȟ" : "Ȟ") + | ("ƞ" : "Ƞ") + | ("ȣ" : "Ȣ") + | ("ȥ" : "Ȥ") + | ("ȧ" : "Ȧ") + | ("ȩ" : "Ȩ") + | ("ȫ" : "Ȫ") + | ("ȭ" : "Ȭ") + | ("ȯ" : "Ȯ") + | ("ȱ" : "Ȱ") + | ("ȳ" : "Ȳ") + | ("ȼ" : "Ȼ") + | ("ƚ" : "Ƚ") + | ("ʔ" : "Ɂ") + | ("ά" : "Ά") + | ("έ" : "Έ") + | ("ή" : "Ή") + | ("ί" : "Ί") + | ("ό" : "Ό") + | ("ύ" : "Ύ") + | ("ώ" : "Ώ") + | ("α" : "Α") + | ("β" : "Β") + | ("γ" : "Γ") + | ("δ" : "Δ") + | ("ε" : "Ε") + | ("ζ" : "Ζ") + | ("η" : "Η") + | ("θ" : "Θ") + | ("ι" : "Ι") + | ("κ" : "Κ") + | ("λ" : "Λ") + | ("μ" : "Μ") + | ("ν" : "Ν") + | ("ξ" : "Ξ") + | ("ο" : "Ο") + | ("π" : "Π") + | ("ρ" : "Ρ") + | ("σ" : "Σ") + | ("τ" : "Τ") + | ("υ" : "Υ") + | ("φ" : "Φ") + | ("χ" : "Χ") + | ("ψ" : "Ψ") + | ("ω" : "Ω") + | ("ϊ" : "Ϊ") + | ("ϋ" : "Ϋ") + | ("ϣ" : "Ϣ") + | ("ϥ" : "Ϥ") + | ("ϧ" : "Ϧ") + | ("ϩ" : "Ϩ") + | ("ϫ" : "Ϫ") + | ("ϭ" : "Ϭ") + | ("ϯ" : "Ϯ") + | ("ϸ" : "Ϸ") + | ("ϲ" : "Ϲ") + | ("ϻ" : "Ϻ") + | ("ѐ" : "Ѐ") + | ("ё" : "Ё") + | ("ђ" : "Ђ") + | ("ѓ" : "Ѓ") + | ("є" : "Є") + | ("ѕ" : "Ѕ") + | ("і" : "І") + | ("ї" : "Ї") + | ("ј" : "Ј") + | ("љ" : "Љ") + | ("њ" : "Њ") + | ("ћ" : "Ћ") + | ("ќ" : "Ќ") + | ("ѝ" : "Ѝ") + | ("ў" : "Ў") + | ("џ" : "Џ") + | ("а" : "А") + | ("б" : "Б") + | ("в" : "В") + | ("г" : "Г") + | ("д" : "Д") + | ("е" : "Е") + | ("ж" : "Ж") + | ("з" : "З") + | ("и" : "И") + | ("й" : "Й") + | ("к" : "К") + | ("л" : "Л") + | ("м" : "М") + | ("н" : "Н") + | ("о" : "О") + | ("п" : "П") + | ("р" : "Р") + | ("с" : "С") + | ("т" : "Т") + | ("у" : "У") + | ("ф" : "Ф") + | ("х" : "Х") + | ("ц" : "Ц") + | ("ч" : "Ч") + | ("ш" : "Ш") + | ("щ" : "Щ") + | ("ъ" : "Ъ") + | ("ы" : "Ы") + | ("ь" : "Ь") + | ("э" : "Э") + | ("ю" : "Ю") + | ("я" : "Я") + | ("ѡ" : "Ѡ") + | ("ѣ" : "Ѣ") + | ("ѥ" : "Ѥ") + | ("ѧ" : "Ѧ") + | ("ѩ" : "Ѩ") + | ("ѫ" : "Ѫ") + | ("ѭ" : "Ѭ") + | ("ѯ" : "Ѯ") + | ("ѱ" : "Ѱ") + | ("ѳ" : "Ѳ") + | ("ѵ" : "Ѵ") + | ("ѷ" : "Ѷ") + | ("ѹ" : "Ѹ") + | ("ѻ" : "Ѻ") + | ("ѽ" : "Ѽ") + | ("ѿ" : "Ѿ") + | ("ҁ" : "Ҁ") + | ("ҋ" : "Ҋ") + | ("ҍ" : "Ҍ") + | ("ҏ" : "Ҏ") + | ("ґ" : "Ґ") + | ("ғ" : "Ғ") + | ("ҕ" : "Ҕ") + | ("җ" : "Җ") + | ("ҙ" : "Ҙ") + | ("қ" : "Қ") + | ("ҝ" : "Ҝ") + | ("ҟ" : "Ҟ") + | ("ҡ" : "Ҡ") + | ("ң" : "Ң") + | ("ҥ" : "Ҥ") + | ("ҧ" : "Ҧ") + | ("ҩ" : "Ҩ") + | ("ҫ" : "Ҫ") + | ("ҭ" : "Ҭ") + | ("ү" : "Ү") + | ("ұ" : "Ұ") + | ("ҳ" : "Ҳ") + | ("ҵ" : "Ҵ") + | ("ҷ" : "Ҷ") + | ("ҹ" : "Ҹ") + | ("һ" : "Һ") + | ("ҽ" : "Ҽ") + | ("ҿ" : "Ҿ") + | ("ӂ" : "Ӂ") + | ("ӄ" : "Ӄ") + | ("ӆ" : "Ӆ") + | ("ӈ" : "Ӈ") + | ("ӊ" : "Ӊ") + | ("ӌ" : "Ӌ") + | ("ӎ" : "Ӎ") + | ("ӑ" : "Ӑ") + | ("ӓ" : "Ӓ") + | ("ӕ" : "Ӕ") + | ("ӗ" : "Ӗ") + | ("ә" : "Ә") + | ("ӛ" : "Ӛ") + | ("ӝ" : "Ӝ") + | ("ӟ" : "Ӟ") + | ("ӡ" : "Ӡ") + | ("ӣ" : "Ӣ") + | ("ӥ" : "Ӥ") + | ("ӧ" : "Ӧ") + | ("ө" : "Ө") + | ("ӫ" : "Ӫ") + | ("ӭ" : "Ӭ") + | ("ӯ" : "Ӯ") + | ("ӱ" : "Ӱ") + | ("ӳ" : "Ӳ") + | ("ӵ" : "Ӵ") + | ("ӷ" : "Ӷ") + | ("ӹ" : "Ӹ") + | ("ԁ" : "Ԁ") + | ("ԃ" : "Ԃ") + | ("ԅ" : "Ԅ") + | ("ԇ" : "Ԇ") + | ("ԉ" : "Ԉ") + | ("ԋ" : "Ԋ") + | ("ԍ" : "Ԍ") + | ("ԏ" : "Ԏ") + | ("ա" : "Ա") + | ("բ" : "Բ") + | ("գ" : "Գ") + | ("դ" : "Դ") + | ("ե" : "Ե") + | ("զ" : "Զ") + | ("է" : "Է") + | ("ը" : "Ը") + | ("թ" : "Թ") + | ("ժ" : "Ժ") + | ("ի" : "Ի") + | ("լ" : "Լ") + | ("խ" : "Խ") + | ("ծ" : "Ծ") + | ("կ" : "Կ") + | ("հ" : "Հ") + | ("ձ" : "Ձ") + | ("ղ" : "Ղ") + | ("ճ" : "Ճ") + | ("մ" : "Մ") + | ("յ" : "Յ") + | ("ն" : "Ն") + | ("շ" : "Շ") + | ("ո" : "Ո") + | ("չ" : "Չ") + | ("պ" : "Պ") + | ("ջ" : "Ջ") + | ("ռ" : "Ռ") + | ("ս" : "Ս") + | ("վ" : "Վ") + | ("տ" : "Տ") + | ("ր" : "Ր") + | ("ց" : "Ց") + | ("ւ" : "Ւ") + | ("փ" : "Փ") + | ("ք" : "Ք") + | ("օ" : "Օ") + | ("ֆ" : "Ֆ") + | ("ⴀ" : "Ⴀ") + | ("ⴁ" : "Ⴁ") + | ("ⴂ" : "Ⴂ") + | ("ⴃ" : "Ⴃ") + | ("ⴄ" : "Ⴄ") + | ("ⴅ" : "Ⴅ") + | ("ⴆ" : "Ⴆ") + | ("ⴇ" : "Ⴇ") + | ("ⴈ" : "Ⴈ") + | ("ⴉ" : "Ⴉ") + | ("ⴊ" : "Ⴊ") + | ("ⴋ" : "Ⴋ") + | ("ⴌ" : "Ⴌ") + | ("ⴍ" : "Ⴍ") + | ("ⴎ" : "Ⴎ") + | ("ⴏ" : "Ⴏ") + | ("ⴐ" : "Ⴐ") + | ("ⴑ" : "Ⴑ") + | ("ⴒ" : "Ⴒ") + | ("ⴓ" : "Ⴓ") + | ("ⴔ" : "Ⴔ") + | ("ⴕ" : "Ⴕ") + | ("ⴖ" : "Ⴖ") + | ("ⴗ" : "Ⴗ") + | ("ⴘ" : "Ⴘ") + | ("ⴙ" : "Ⴙ") + | ("ⴚ" : "Ⴚ") + | ("ⴛ" : "Ⴛ") + | ("ⴜ" : "Ⴜ") + | ("ⴝ" : "Ⴝ") + | ("ⴞ" : "Ⴞ") + | ("ⴟ" : "Ⴟ") + | ("ⴠ" : "Ⴠ") + | ("ⴡ" : "Ⴡ") + | ("ⴢ" : "Ⴢ") + | ("ⴣ" : "Ⴣ") + | ("ⴤ" : "Ⴤ") + | ("ⴥ" : "Ⴥ") + | ("ḁ" : "Ḁ") + | ("ḃ" : "Ḃ") + | ("ḅ" : "Ḅ") + | ("ḇ" : "Ḇ") + | ("ḉ" : "Ḉ") + | ("ḋ" : "Ḋ") + | ("ḍ" : "Ḍ") + | ("ḏ" : "Ḏ") + | ("ḑ" : "Ḑ") + | ("ḓ" : "Ḓ") + | ("ḕ" : "Ḕ") + | ("ḗ" : "Ḗ") + | ("ḙ" : "Ḙ") + | ("ḛ" : "Ḛ") + | ("ḝ" : "Ḝ") + | ("ḟ" : "Ḟ") + | ("ḡ" : "Ḡ") + | ("ḣ" : "Ḣ") + | ("ḥ" : "Ḥ") + | ("ḧ" : "Ḧ") + | ("ḩ" : "Ḩ") + | ("ḫ" : "Ḫ") + | ("ḭ" : "Ḭ") + | ("ḯ" : "Ḯ") + | ("ḱ" : "Ḱ") + | ("ḳ" : "Ḳ") + | ("ḵ" : "Ḵ") + | ("ḷ" : "Ḷ") + | ("ḹ" : "Ḹ") + | ("ḻ" : "Ḻ") + | ("ḽ" : "Ḽ") + | ("ḿ" : "Ḿ") + | ("ṁ" : "Ṁ") + | ("ṃ" : "Ṃ") + | ("ṅ" : "Ṅ") + | ("ṇ" : "Ṇ") + | ("ṉ" : "Ṉ") + | ("ṋ" : "Ṋ") + | ("ṍ" : "Ṍ") + | ("ṏ" : "Ṏ") + | ("ṑ" : "Ṑ") + | ("ṓ" : "Ṓ") + | ("ṕ" : "Ṕ") + | ("ṗ" : "Ṗ") + | ("ṙ" : "Ṙ") + | ("ṛ" : "Ṛ") + | ("ṝ" : "Ṝ") + | ("ṟ" : "Ṟ") + | ("ṡ" : "Ṡ") + | ("ṣ" : "Ṣ") + | ("ṥ" : "Ṥ") + | ("ṧ" : "Ṧ") + | ("ṩ" : "Ṩ") + | ("ṫ" : "Ṫ") + | ("ṭ" : "Ṭ") + | ("ṯ" : "Ṯ") + | ("ṱ" : "Ṱ") + | ("ṳ" : "Ṳ") + | ("ṵ" : "Ṵ") + | ("ṷ" : "Ṷ") + | ("ṹ" : "Ṹ") + | ("ṻ" : "Ṻ") + | ("ṽ" : "Ṽ") + | ("ṿ" : "Ṿ") + | ("ẁ" : "Ẁ") + | ("ẃ" : "Ẃ") + | ("ẅ" : "Ẅ") + | ("ẇ" : "Ẇ") + | ("ẉ" : "Ẉ") + | ("ẋ" : "Ẋ") + | ("ẍ" : "Ẍ") + | ("ẏ" : "Ẏ") + | ("ẑ" : "Ẑ") + | ("ẓ" : "Ẓ") + | ("ẕ" : "Ẕ") + | ("ạ" : "Ạ") + | ("ả" : "Ả") + | ("ấ" : "Ấ") + | ("ầ" : "Ầ") + | ("ẩ" : "Ẩ") + | ("ẫ" : "Ẫ") + | ("ậ" : "Ậ") + | ("ắ" : "Ắ") + | ("ằ" : "Ằ") + | ("ẳ" : "Ẳ") + | ("ẵ" : "Ẵ") + | ("ặ" : "Ặ") + | ("ẹ" : "Ẹ") + | ("ẻ" : "Ẻ") + | ("ẽ" : "Ẽ") + | ("ế" : "Ế") + | ("ề" : "Ề") + | ("ể" : "Ể") + | ("ễ" : "Ễ") + | ("ệ" : "Ệ") + | ("ỉ" : "Ỉ") + | ("ị" : "Ị") + | ("ọ" : "Ọ") + | ("ỏ" : "Ỏ") + | ("ố" : "Ố") + | ("ồ" : "Ồ") + | ("ổ" : "Ổ") + | ("ỗ" : "Ỗ") + | ("ộ" : "Ộ") + | ("ớ" : "Ớ") + | ("ờ" : "Ờ") + | ("ở" : "Ở") + | ("ỡ" : "Ỡ") + | ("ợ" : "Ợ") + | ("ụ" : "Ụ") + | ("ủ" : "Ủ") + | ("ứ" : "Ứ") + | ("ừ" : "Ừ") + | ("ử" : "Ử") + | ("ữ" : "Ữ") + | ("ự" : "Ự") + | ("ỳ" : "Ỳ") + | ("ỵ" : "Ỵ") + | ("ỷ" : "Ỷ") + | ("ỹ" : "Ỹ") + | ("ἀ" : "Ἀ") + | ("ἁ" : "Ἁ") + | ("ἂ" : "Ἂ") + | ("ἃ" : "Ἃ") + | ("ἄ" : "Ἄ") + | ("ἅ" : "Ἅ") + | ("ἆ" : "Ἆ") + | ("ἇ" : "Ἇ") + | ("ἐ" : "Ἐ") + | ("ἑ" : "Ἑ") + | ("ἒ" : "Ἒ") + | ("ἓ" : "Ἓ") + | ("ἔ" : "Ἔ") + | ("ἕ" : "Ἕ") + | ("ἠ" : "Ἠ") + | ("ἡ" : "Ἡ") + | ("ἢ" : "Ἢ") + | ("ἣ" : "Ἣ") + | ("ἤ" : "Ἤ") + | ("ἥ" : "Ἥ") + | ("ἦ" : "Ἦ") + | ("ἧ" : "Ἧ") + | ("ἰ" : "Ἰ") + | ("ἱ" : "Ἱ") + | ("ἲ" : "Ἲ") + | ("ἳ" : "Ἳ") + | ("ἴ" : "Ἴ") + | ("ἵ" : "Ἵ") + | ("ἶ" : "Ἶ") + | ("ἷ" : "Ἷ") + | ("ὀ" : "Ὀ") + | ("ὁ" : "Ὁ") + | ("ὂ" : "Ὂ") + | ("ὃ" : "Ὃ") + | ("ὄ" : "Ὄ") + | ("ὅ" : "Ὅ") + | ("ὑ" : "Ὑ") + | ("ὓ" : "Ὓ") + | ("ὕ" : "Ὕ") + | ("ὗ" : "Ὗ") + | ("ὠ" : "Ὠ") + | ("ὡ" : "Ὡ") + | ("ὢ" : "Ὢ") + | ("ὣ" : "Ὣ") + | ("ὤ" : "Ὤ") + | ("ὥ" : "Ὥ") + | ("ὦ" : "Ὦ") + | ("ὧ" : "Ὧ") + | ("ᾀ" : "ᾈ") + | ("ᾁ" : "ᾉ") + | ("ᾂ" : "ᾊ") + | ("ᾃ" : "ᾋ") + | ("ᾄ" : "ᾌ") + | ("ᾅ" : "ᾍ") + | ("ᾆ" : "ᾎ") + | ("ᾇ" : "ᾏ") + | ("ᾐ" : "ᾘ") + | ("ᾑ" : "ᾙ") + | ("ᾒ" : "ᾚ") + | ("ᾓ" : "ᾛ") + | ("ᾔ" : "ᾜ") + | ("ᾕ" : "ᾝ") + | ("ᾖ" : "ᾞ") + | ("ᾗ" : "ᾟ") + | ("ᾠ" : "ᾨ") + | ("ᾡ" : "ᾩ") + | ("ᾢ" : "ᾪ") + | ("ᾣ" : "ᾫ") + | ("ᾤ" : "ᾬ") + | ("ᾥ" : "ᾭ") + | ("ᾦ" : "ᾮ") + | ("ᾧ" : "ᾯ") + | ("ᾰ" : "Ᾰ") + | ("ᾱ" : "Ᾱ") + | ("ὰ" : "Ὰ") + | ("ά" : "Ά") + | ("ᾳ" : "ᾼ") + | ("ὲ" : "Ὲ") + | ("έ" : "Έ") + | ("ὴ" : "Ὴ") + | ("ή" : "Ή") + | ("ῃ" : "ῌ") + | ("ῐ" : "Ῐ") + | ("ῑ" : "Ῑ") + | ("ὶ" : "Ὶ") + | ("ί" : "Ί") + | ("ῠ" : "Ῠ") + | ("ῡ" : "Ῡ") + | ("ὺ" : "Ὺ") + | ("ύ" : "Ύ") + | ("ῥ" : "Ῥ") + | ("ὸ" : "Ὸ") + | ("ό" : "Ό") + | ("ὼ" : "Ὼ") + | ("ώ" : "Ώ") + | ("ῳ" : "ῼ") + | ("ⓐ" : "Ⓐ") + | ("ⓑ" : "Ⓑ") + | ("ⓒ" : "Ⓒ") + | ("ⓓ" : "Ⓓ") + | ("ⓔ" : "Ⓔ") + | ("ⓕ" : "Ⓕ") + | ("ⓖ" : "Ⓖ") + | ("ⓗ" : "Ⓗ") + | ("ⓘ" : "Ⓘ") + | ("ⓙ" : "Ⓙ") + | ("ⓚ" : "Ⓚ") + | ("ⓛ" : "Ⓛ") + | ("ⓜ" : "Ⓜ") + | ("ⓝ" : "Ⓝ") + | ("ⓞ" : "Ⓞ") + | ("ⓟ" : "Ⓟ") + | ("ⓠ" : "Ⓠ") + | ("ⓡ" : "Ⓡ") + | ("ⓢ" : "Ⓢ") + | ("ⓣ" : "Ⓣ") + | ("ⓤ" : "Ⓤ") + | ("ⓥ" : "Ⓥ") + | ("ⓦ" : "Ⓦ") + | ("ⓧ" : "Ⓧ") + | ("ⓨ" : "Ⓨ") + | ("ⓩ" : "Ⓩ") + | ("ⰰ" : "Ⰰ") + | ("ⰱ" : "Ⰱ") + | ("ⰲ" : "Ⰲ") + | ("ⰳ" : "Ⰳ") + | ("ⰴ" : "Ⰴ") + | ("ⰵ" : "Ⰵ") + | ("ⰶ" : "Ⰶ") + | ("ⰷ" : "Ⰷ") + | ("ⰸ" : "Ⰸ") + | ("ⰹ" : "Ⰹ") + | ("ⰺ" : "Ⰺ") + | ("ⰻ" : "Ⰻ") + | ("ⰼ" : "Ⰼ") + | ("ⰽ" : "Ⰽ") + | ("ⰾ" : "Ⰾ") + | ("ⰿ" : "Ⰿ") + | ("ⱀ" : "Ⱀ") + | ("ⱁ" : "Ⱁ") + | ("ⱂ" : "Ⱂ") + | ("ⱃ" : "Ⱃ") + | ("ⱄ" : "Ⱄ") + | ("ⱅ" : "Ⱅ") + | ("ⱆ" : "Ⱆ") + | ("ⱇ" : "Ⱇ") + | ("ⱈ" : "Ⱈ") + | ("ⱉ" : "Ⱉ") + | ("ⱊ" : "Ⱊ") + | ("ⱋ" : "Ⱋ") + | ("ⱌ" : "Ⱌ") + | ("ⱍ" : "Ⱍ") + | ("ⱎ" : "Ⱎ") + | ("ⱏ" : "Ⱏ") + | ("ⱐ" : "Ⱐ") + | ("ⱑ" : "Ⱑ") + | ("ⱒ" : "Ⱒ") + | ("ⱓ" : "Ⱓ") + | ("ⱔ" : "Ⱔ") + | ("ⱕ" : "Ⱕ") + | ("ⱖ" : "Ⱖ") + | ("ⱗ" : "Ⱗ") + | ("ⱘ" : "Ⱘ") + | ("ⱙ" : "Ⱙ") + | ("ⱚ" : "Ⱚ") + | ("ⱛ" : "Ⱛ") + | ("ⱜ" : "Ⱜ") + | ("ⱝ" : "Ⱝ") + | ("ⱞ" : "Ⱞ") + | ("ⲁ" : "Ⲁ") + | ("ⲃ" : "Ⲃ") + | ("ⲅ" : "Ⲅ") + | ("ⲇ" : "Ⲇ") + | ("ⲉ" : "Ⲉ") + | ("ⲋ" : "Ⲋ") + | ("ⲍ" : "Ⲍ") + | ("ⲏ" : "Ⲏ") + | ("ⲑ" : "Ⲑ") + | ("ⲓ" : "Ⲓ") + | ("ⲕ" : "Ⲕ") + | ("ⲗ" : "Ⲗ") + | ("ⲙ" : "Ⲙ") + | ("ⲛ" : "Ⲛ") + | ("ⲝ" : "Ⲝ") + | ("ⲟ" : "Ⲟ") + | ("ⲡ" : "Ⲡ") + | ("ⲣ" : "Ⲣ") + | ("ⲥ" : "Ⲥ") + | ("ⲧ" : "Ⲧ") + | ("ⲩ" : "Ⲩ") + | ("ⲫ" : "Ⲫ") + | ("ⲭ" : "Ⲭ") + | ("ⲯ" : "Ⲯ") + | ("ⲱ" : "Ⲱ") + | ("ⲳ" : "Ⲳ") + | ("ⲵ" : "Ⲵ") + | ("ⲷ" : "Ⲷ") + | ("ⲹ" : "Ⲹ") + | ("ⲻ" : "Ⲻ") + | ("ⲽ" : "Ⲽ") + | ("ⲿ" : "Ⲿ") + | ("ⳁ" : "Ⳁ") + | ("ⳃ" : "Ⳃ") + | ("ⳅ" : "Ⳅ") + | ("ⳇ" : "Ⳇ") + | ("ⳉ" : "Ⳉ") + | ("ⳋ" : "Ⳋ") + | ("ⳍ" : "Ⳍ") + | ("ⳏ" : "Ⳏ") + | ("ⳑ" : "Ⳑ") + | ("ⳓ" : "Ⳓ") + | ("ⳕ" : "Ⳕ") + | ("ⳗ" : "Ⳗ") + | ("ⳙ" : "Ⳙ") + | ("ⳛ" : "Ⳛ") + | ("ⳝ" : "Ⳝ") + | ("ⳟ" : "Ⳟ") + | ("ⳡ" : "Ⳡ") + | ("ⳣ" : "Ⳣ") + | ("ａ" : "Ａ") + | ("ｂ" : "Ｂ") + | ("ｃ" : "Ｃ") + | ("ｄ" : "Ｄ") + | ("ｅ" : "Ｅ") + | ("ｆ" : "Ｆ") + | ("ｇ" : "Ｇ") + | ("ｈ" : "Ｈ") + | ("ｉ" : "Ｉ") + | ("ｊ" : "Ｊ") + | ("ｋ" : "Ｋ") + | ("ｌ" : "Ｌ") + | ("ｍ" : "Ｍ") + | ("ｎ" : "Ｎ") + | ("ｏ" : "Ｏ") + | ("ｐ" : "Ｐ") + | ("ｑ" : "Ｑ") + | ("ｒ" : "Ｒ") + | ("ｓ" : "Ｓ") + | ("ｔ" : "Ｔ") + | ("ｕ" : "Ｕ") + | ("ｖ" : "Ｖ") + | ("ｗ" : "Ｗ") + | ("ｘ" : "Ｘ") + | ("ｙ" : "Ｙ") + | ("ｚ" : "Ｚ") +]; + +export toupper = toupper_deterministic + | ("i" : "İ") + | ("dž" : "Dž") + | ("lj" : "Lj") + | ("nj" : "Nj") + | ("dz" : "Dz") + | ("θ" : "ϴ"); + +export tolower = + ("A" : "a") + | ("B" : "b") + | ("C" : "c") + | ("D" : "d") + | ("E" : "e") + | ("F" : "f") + | ("G" : "g") + | ("H" : "h") + | ("I" : "i") + | ("J" : "j") + | ("K" : "k") + | ("L" : "l") + | ("M" : "m") + | ("N" : "n") + | ("O" : "o") + | ("P" : "p") + | ("Q" : "q") + | ("R" : "r") + | ("S" : "s") + | ("T" : "t") + | ("U" : "u") + | ("V" : "v") + | ("W" : "w") + | ("X" : "x") + | ("Y" : "y") + | ("Z" : "z") + | ("À" : "à") + | ("Á" : "á") + | ("Â" : "â") + | ("Ã" : "ã") + | ("Ä" : "ä") + | ("Å" : "å") + | ("Æ" : "æ") + | ("Ç" : "ç") + | ("È" : "è") + | ("É" : "é") + | ("Ê" : "ê") + | ("Ë" : "ë") + | ("Ì" : "ì") + | ("Í" : "í") + | ("Î" : "î") + | ("Ï" : "ï") + | ("Ð" : "ð") + | ("Ñ" : "ñ") + | ("Ò" : "ò") + | ("Ó" : "ó") + | ("Ô" : "ô") + | ("Õ" : "õ") + | ("Ö" : "ö") + | ("Ø" : "ø") + | ("Ù" : "ù") + | ("Ú" : "ú") + | ("Û" : "û") + | ("Ü" : "ü") + | ("Ý" : "ý") + | ("Þ" : "þ") + | ("Ā" : "ā") + | ("Ă" : "ă") + | ("Ą" : "ą") + | ("Ć" : "ć") + | ("Ĉ" : "ĉ") + | ("Ċ" : "ċ") + | ("Č" : "č") + | ("Ď" : "ď") + | ("Đ" : "đ") + | ("Ē" : "ē") + | ("Ĕ" : "ĕ") + | ("Ė" : "ė") + | ("Ę" : "ę") + | ("Ě" : "ě") + | ("Ĝ" : "ĝ") + | ("Ğ" : "ğ") + | ("Ġ" : "ġ") + | ("Ģ" : "ģ") + | ("Ĥ" : "ĥ") + | ("Ħ" : "ħ") + | ("Ĩ" : "ĩ") + | ("Ī" : "ī") + | ("Ĭ" : "ĭ") + | ("Į" : "į") + | ("İ" : "i") + | ("IJ" : "ij") + | ("Ĵ" : "ĵ") + | ("Ķ" : "ķ") + | ("Ĺ" : "ĺ") + | ("Ļ" : "ļ") + | ("Ľ" : "ľ") + | ("Ŀ" : "ŀ") + | ("Ł" : "ł") + | ("Ń" : "ń") + | ("Ņ" : "ņ") + | ("Ň" : "ň") + | ("Ŋ" : "ŋ") + | ("Ō" : "ō") + | ("Ŏ" : "ŏ") + | ("Ő" : "ő") + | ("Œ" : "œ") + | ("Ŕ" : "ŕ") + | ("Ŗ" : "ŗ") + | ("Ř" : "ř") + | ("Ś" : "ś") + | ("Ŝ" : "ŝ") + | ("Ş" : "ş") + | ("Š" : "š") + | ("Ţ" : "ţ") + | ("Ť" : "ť") + | ("Ŧ" : "ŧ") + | ("Ũ" : "ũ") + | ("Ū" : "ū") + | ("Ŭ" : "ŭ") + | ("Ů" : "ů") + | ("Ű" : "ű") + | ("Ų" : "ų") + | ("Ŵ" : "ŵ") + | ("Ŷ" : "ŷ") + | ("Ÿ" : "ÿ") + | ("Ź" : "ź") + | ("Ż" : "ż") + | ("Ž" : "ž") + | ("Ɓ" : "ɓ") + | ("Ƃ" : "ƃ") + | ("Ƅ" : "ƅ") + | ("Ɔ" : "ɔ") + | ("Ƈ" : "ƈ") + | ("Ɖ" : "ɖ") + | ("Ɗ" : "ɗ") + | ("Ƌ" : "ƌ") + | ("Ǝ" : "ǝ") + | ("Ə" : "ə") + | ("Ɛ" : "ɛ") + | ("Ƒ" : "ƒ") + | ("Ɠ" : "ɠ") + | ("Ɣ" : "ɣ") + | ("Ɩ" : "ɩ") + | ("Ɨ" : "ɨ") + | ("Ƙ" : "ƙ") + | ("Ɯ" : "ɯ") + | ("Ɲ" : "ɲ") + | ("Ɵ" : "ɵ") + | ("Ơ" : "ơ") + | ("Ƣ" : "ƣ") + | ("Ƥ" : "ƥ") + | ("Ƨ" : "ƨ") + | ("Ʃ" : "ʃ") + | ("Ƭ" : "ƭ") + | ("Ʈ" : "ʈ") + | ("Ư" : "ư") + | ("Ʊ" : "ʊ") + | ("Ʋ" : "ʋ") + | ("Ƴ" : "ƴ") + | ("Ƶ" : "ƶ") + | ("Ʒ" : "ʒ") + | ("Ƹ" : "ƹ") + | ("Ƽ" : "ƽ") + | ("DŽ" : "dž") + | ("Dž" : "dž") + | ("LJ" : "lj") + | ("Lj" : "lj") + | ("NJ" : "nj") + | ("Nj" : "nj") + | ("Ǎ" : "ǎ") + | ("Ǐ" : "ǐ") + | ("Ǒ" : "ǒ") + | ("Ǔ" : "ǔ") + | ("Ǖ" : "ǖ") + | ("Ǘ" : "ǘ") + | ("Ǚ" : "ǚ") + | ("Ǜ" : "ǜ") + | ("Ǟ" : "ǟ") + | ("Ǡ" : "ǡ") + | ("Ǣ" : "ǣ") + | ("Ǥ" : "ǥ") + | ("Ǧ" : "ǧ") + | ("Ǩ" : "ǩ") + | ("Ǫ" : "ǫ") + | ("Ǭ" : "ǭ") + | ("Ǯ" : "ǯ") + | ("DZ" : "dz") + | ("Dz" : "dz") + | ("Ǵ" : "ǵ") + | ("Ƕ" : "ƕ") + | ("Ƿ" : "ƿ") + | ("Ǹ" : "ǹ") + | ("Ǻ" : "ǻ") + | ("Ǽ" : "ǽ") + | ("Ǿ" : "ǿ") + | ("Ȁ" : "ȁ") + | ("Ȃ" : "ȃ") + | ("Ȅ" : "ȅ") + | ("Ȇ" : "ȇ") + | ("Ȉ" : "ȉ") + | ("Ȋ" : "ȋ") + | ("Ȍ" : "ȍ") + | ("Ȏ" : "ȏ") + | ("Ȑ" : "ȑ") + | ("Ȓ" : "ȓ") + | ("Ȕ" : "ȕ") + | ("Ȗ" : "ȗ") + | ("Ș" : "ș") + | ("Ț" : "ț") + | ("Ȝ" : "ȝ") + | ("Ȟ" : "ȟ") + | ("Ƞ" : "ƞ") + | ("Ȣ" : "ȣ") + | ("Ȥ" : "ȥ") + | ("Ȧ" : "ȧ") + | ("Ȩ" : "ȩ") + | ("Ȫ" : "ȫ") + | ("Ȭ" : "ȭ") + | ("Ȯ" : "ȯ") + | ("Ȱ" : "ȱ") + | ("Ȳ" : "ȳ") + | ("Ȼ" : "ȼ") + | ("Ƚ" : "ƚ") + | ("Ɂ" : "ʔ") + | ("Ά" : "ά") + | ("Έ" : "έ") + | ("Ή" : "ή") + | ("Ί" : "ί") + | ("Ό" : "ό") + | ("Ύ" : "ύ") + | ("Ώ" : "ώ") + | ("Α" : "α") + | ("Β" : "β") + | ("Γ" : "γ") + | ("Δ" : "δ") + | ("Ε" : "ε") + | ("Ζ" : "ζ") + | ("Η" : "η") + | ("Θ" : "θ") + | ("Ι" : "ι") + | ("Κ" : "κ") + | ("Λ" : "λ") + | ("Μ" : "μ") + | ("Ν" : "ν") + | ("Ξ" : "ξ") + | ("Ο" : "ο") + | ("Π" : "π") + | ("Ρ" : "ρ") + | ("Σ" : "σ") + | ("Τ" : "τ") + | ("Υ" : "υ") + | ("Φ" : "φ") + | ("Χ" : "χ") + | ("Ψ" : "ψ") + | ("Ω" : "ω") + | ("Ϊ" : "ϊ") + | ("Ϋ" : "ϋ") + | ("Ϣ" : "ϣ") + | ("Ϥ" : "ϥ") + | ("Ϧ" : "ϧ") + | ("Ϩ" : "ϩ") + | ("Ϫ" : "ϫ") + | ("Ϭ" : "ϭ") + | ("Ϯ" : "ϯ") + | ("ϴ" : "θ") + | ("Ϸ" : "ϸ") + | ("Ϲ" : "ϲ") + | ("Ϻ" : "ϻ") + | ("Ѐ" : "ѐ") + | ("Ё" : "ё") + | ("Ђ" : "ђ") + | ("Ѓ" : "ѓ") + | ("Є" : "є") + | ("Ѕ" : "ѕ") + | ("І" : "і") + | ("Ї" : "ї") + | ("Ј" : "ј") + | ("Љ" : "љ") + | ("Њ" : "њ") + | ("Ћ" : "ћ") + | ("Ќ" : "ќ") + | ("Ѝ" : "ѝ") + | ("Ў" : "ў") + | ("Џ" : "џ") + | ("А" : "а") + | ("Б" : "б") + | ("В" : "в") + | ("Г" : "г") + | ("Д" : "д") + | ("Е" : "е") + | ("Ж" : "ж") + | ("З" : "з") + | ("И" : "и") + | ("Й" : "й") + | ("К" : "к") + | ("Л" : "л") + | ("М" : "м") + | ("Н" : "н") + | ("О" : "о") + | ("П" : "п") + | ("Р" : "р") + | ("С" : "с") + | ("Т" : "т") + | ("У" : "у") + | ("Ф" : "ф") + | ("Х" : "х") + | ("Ц" : "ц") + | ("Ч" : "ч") + | ("Ш" : "ш") + | ("Щ" : "щ") + | ("Ъ" : "ъ") + | ("Ы" : "ы") + | ("Ь" : "ь") + | ("Э" : "э") + | ("Ю" : "ю") + | ("Я" : "я") + | ("Ѡ" : "ѡ") + | ("Ѣ" : "ѣ") + | ("Ѥ" : "ѥ") + | ("Ѧ" : "ѧ") + | ("Ѩ" : "ѩ") + | ("Ѫ" : "ѫ") + | ("Ѭ" : "ѭ") + | ("Ѯ" : "ѯ") + | ("Ѱ" : "ѱ") + | ("Ѳ" : "ѳ") + | ("Ѵ" : "ѵ") + | ("Ѷ" : "ѷ") + | ("Ѹ" : "ѹ") + | ("Ѻ" : "ѻ") + | ("Ѽ" : "ѽ") + | ("Ѿ" : "ѿ") + | ("Ҁ" : "ҁ") + | ("Ҋ" : "ҋ") + | ("Ҍ" : "ҍ") + | ("Ҏ" : "ҏ") + | ("Ґ" : "ґ") + | ("Ғ" : "ғ") + | ("Ҕ" : "ҕ") + | ("Җ" : "җ") + | ("Ҙ" : "ҙ") + | ("Қ" : "қ") + | ("Ҝ" : "ҝ") + | ("Ҟ" : "ҟ") + | ("Ҡ" : "ҡ") + | ("Ң" : "ң") + | ("Ҥ" : "ҥ") + | ("Ҧ" : "ҧ") + | ("Ҩ" : "ҩ") + | ("Ҫ" : "ҫ") + | ("Ҭ" : "ҭ") + | ("Ү" : "ү") + | ("Ұ" : "ұ") + | ("Ҳ" : "ҳ") + | ("Ҵ" : "ҵ") + | ("Ҷ" : "ҷ") + | ("Ҹ" : "ҹ") + | ("Һ" : "һ") + | ("Ҽ" : "ҽ") + | ("Ҿ" : "ҿ") + | ("Ӂ" : "ӂ") + | ("Ӄ" : "ӄ") + | ("Ӆ" : "ӆ") + | ("Ӈ" : "ӈ") + | ("Ӊ" : "ӊ") + | ("Ӌ" : "ӌ") + | ("Ӎ" : "ӎ") + | ("Ӑ" : "ӑ") + | ("Ӓ" : "ӓ") + | ("Ӕ" : "ӕ") + | ("Ӗ" : "ӗ") + | ("Ә" : "ә") + | ("Ӛ" : "ӛ") + | ("Ӝ" : "ӝ") + | ("Ӟ" : "ӟ") + | ("Ӡ" : "ӡ") + | ("Ӣ" : "ӣ") + | ("Ӥ" : "ӥ") + | ("Ӧ" : "ӧ") + | ("Ө" : "ө") + | ("Ӫ" : "ӫ") + | ("Ӭ" : "ӭ") + | ("Ӯ" : "ӯ") + | ("Ӱ" : "ӱ") + | ("Ӳ" : "ӳ") + | ("Ӵ" : "ӵ") + | ("Ӷ" : "ӷ") + | ("Ӹ" : "ӹ") + | ("Ԁ" : "ԁ") + | ("Ԃ" : "ԃ") + | ("Ԅ" : "ԅ") + | ("Ԇ" : "ԇ") + | ("Ԉ" : "ԉ") + | ("Ԋ" : "ԋ") + | ("Ԍ" : "ԍ") + | ("Ԏ" : "ԏ") + | ("Ա" : "ա") + | ("Բ" : "բ") + | ("Գ" : "գ") + | ("Դ" : "դ") + | ("Ե" : "ե") + | ("Զ" : "զ") + | ("Է" : "է") + | ("Ը" : "ը") + | ("Թ" : "թ") + | ("Ժ" : "ժ") + | ("Ի" : "ի") + | ("Լ" : "լ") + | ("Խ" : "խ") + | ("Ծ" : "ծ") + | ("Կ" : "կ") + | ("Հ" : "հ") + | ("Ձ" : "ձ") + | ("Ղ" : "ղ") + | ("Ճ" : "ճ") + | ("Մ" : "մ") + | ("Յ" : "յ") + | ("Ն" : "ն") + | ("Շ" : "շ") + | ("Ո" : "ո") + | ("Չ" : "չ") + | ("Պ" : "պ") + | ("Ջ" : "ջ") + | ("Ռ" : "ռ") + | ("Ս" : "ս") + | ("Վ" : "վ") + | ("Տ" : "տ") + | ("Ր" : "ր") + | ("Ց" : "ց") + | ("Ւ" : "ւ") + | ("Փ" : "փ") + | ("Ք" : "ք") + | ("Օ" : "օ") + | ("Ֆ" : "ֆ") + | ("Ⴀ" : "ⴀ") + | ("Ⴁ" : "ⴁ") + | ("Ⴂ" : "ⴂ") + | ("Ⴃ" : "ⴃ") + | ("Ⴄ" : "ⴄ") + | ("Ⴅ" : "ⴅ") + | ("Ⴆ" : "ⴆ") + | ("Ⴇ" : "ⴇ") + | ("Ⴈ" : "ⴈ") + | ("Ⴉ" : "ⴉ") + | ("Ⴊ" : "ⴊ") + | ("Ⴋ" : "ⴋ") + | ("Ⴌ" : "ⴌ") + | ("Ⴍ" : "ⴍ") + | ("Ⴎ" : "ⴎ") + | ("Ⴏ" : "ⴏ") + | ("Ⴐ" : "ⴐ") + | ("Ⴑ" : "ⴑ") + | ("Ⴒ" : "ⴒ") + | ("Ⴓ" : "ⴓ") + | ("Ⴔ" : "ⴔ") + | ("Ⴕ" : "ⴕ") + | ("Ⴖ" : "ⴖ") + | ("Ⴗ" : "ⴗ") + | ("Ⴘ" : "ⴘ") + | ("Ⴙ" : "ⴙ") + | ("Ⴚ" : "ⴚ") + | ("Ⴛ" : "ⴛ") + | ("Ⴜ" : "ⴜ") + | ("Ⴝ" : "ⴝ") + | ("Ⴞ" : "ⴞ") + | ("Ⴟ" : "ⴟ") + | ("Ⴠ" : "ⴠ") + | ("Ⴡ" : "ⴡ") + | ("Ⴢ" : "ⴢ") + | ("Ⴣ" : "ⴣ") + | ("Ⴤ" : "ⴤ") + | ("Ⴥ" : "ⴥ") + | ("Ḁ" : "ḁ") + | ("Ḃ" : "ḃ") + | ("Ḅ" : "ḅ") + | ("Ḇ" : "ḇ") + | ("Ḉ" : "ḉ") + | ("Ḋ" : "ḋ") + | ("Ḍ" : "ḍ") + | ("Ḏ" : "ḏ") + | ("Ḑ" : "ḑ") + | ("Ḓ" : "ḓ") + | ("Ḕ" : "ḕ") + | ("Ḗ" : "ḗ") + | ("Ḙ" : "ḙ") + | ("Ḛ" : "ḛ") + | ("Ḝ" : "ḝ") + | ("Ḟ" : "ḟ") + | ("Ḡ" : "ḡ") + | ("Ḣ" : "ḣ") + | ("Ḥ" : "ḥ") + | ("Ḧ" : "ḧ") + | ("Ḩ" : "ḩ") + | ("Ḫ" : "ḫ") + | ("Ḭ" : "ḭ") + | ("Ḯ" : "ḯ") + | ("Ḱ" : "ḱ") + | ("Ḳ" : "ḳ") + | ("Ḵ" : "ḵ") + | ("Ḷ" : "ḷ") + | ("Ḹ" : "ḹ") + | ("Ḻ" : "ḻ") + | ("Ḽ" : "ḽ") + | ("Ḿ" : "ḿ") + | ("Ṁ" : "ṁ") + | ("Ṃ" : "ṃ") + | ("Ṅ" : "ṅ") + | ("Ṇ" : "ṇ") + | ("Ṉ" : "ṉ") + | ("Ṋ" : "ṋ") + | ("Ṍ" : "ṍ") + | ("Ṏ" : "ṏ") + | ("Ṑ" : "ṑ") + | ("Ṓ" : "ṓ") + | ("Ṕ" : "ṕ") + | ("Ṗ" : "ṗ") + | ("Ṙ" : "ṙ") + | ("Ṛ" : "ṛ") + | ("Ṝ" : "ṝ") + | ("Ṟ" : "ṟ") + | ("Ṡ" : "ṡ") + | ("Ṣ" : "ṣ") + | ("Ṥ" : "ṥ") + | ("Ṧ" : "ṧ") + | ("Ṩ" : "ṩ") + | ("Ṫ" : "ṫ") + | ("Ṭ" : "ṭ") + | ("Ṯ" : "ṯ") + | ("Ṱ" : "ṱ") + | ("Ṳ" : "ṳ") + | ("Ṵ" : "ṵ") + | ("Ṷ" : "ṷ") + | ("Ṹ" : "ṹ") + | ("Ṻ" : "ṻ") + | ("Ṽ" : "ṽ") + | ("Ṿ" : "ṿ") + | ("Ẁ" : "ẁ") + | ("Ẃ" : "ẃ") + | ("Ẅ" : "ẅ") + | ("Ẇ" : "ẇ") + | ("Ẉ" : "ẉ") + | ("Ẋ" : "ẋ") + | ("Ẍ" : "ẍ") + | ("Ẏ" : "ẏ") + | ("Ẑ" : "ẑ") + | ("Ẓ" : "ẓ") + | ("Ẕ" : "ẕ") + | ("Ạ" : "ạ") + | ("Ả" : "ả") + | ("Ấ" : "ấ") + | ("Ầ" : "ầ") + | ("Ẩ" : "ẩ") + | ("Ẫ" : "ẫ") + | ("Ậ" : "ậ") + | ("Ắ" : "ắ") + | ("Ằ" : "ằ") + | ("Ẳ" : "ẳ") + | ("Ẵ" : "ẵ") + | ("Ặ" : "ặ") + | ("Ẹ" : "ẹ") + | ("Ẻ" : "ẻ") + | ("Ẽ" : "ẽ") + | ("Ế" : "ế") + | ("Ề" : "ề") + | ("Ể" : "ể") + | ("Ễ" : "ễ") + | ("Ệ" : "ệ") + | ("Ỉ" : "ỉ") + | ("Ị" : "ị") + | ("Ọ" : "ọ") + | ("Ỏ" : "ỏ") + | ("Ố" : "ố") + | ("Ồ" : "ồ") + | ("Ổ" : "ổ") + | ("Ỗ" : "ỗ") + | ("Ộ" : "ộ") + | ("Ớ" : "ớ") + | ("Ờ" : "ờ") + | ("Ở" : "ở") + | ("Ỡ" : "ỡ") + | ("Ợ" : "ợ") + | ("Ụ" : "ụ") + | ("Ủ" : "ủ") + | ("Ứ" : "ứ") + | ("Ừ" : "ừ") + | ("Ử" : "ử") + | ("Ữ" : "ữ") + | ("Ự" : "ự") + | ("Ỳ" : "ỳ") + | ("Ỵ" : "ỵ") + | ("Ỷ" : "ỷ") + | ("Ỹ" : "ỹ") + | ("Ἀ" : "ἀ") + | ("Ἁ" : "ἁ") + | ("Ἂ" : "ἂ") + | ("Ἃ" : "ἃ") + | ("Ἄ" : "ἄ") + | ("Ἅ" : "ἅ") + | ("Ἆ" : "ἆ") + | ("Ἇ" : "ἇ") + | ("Ἐ" : "ἐ") + | ("Ἑ" : "ἑ") + | ("Ἒ" : "ἒ") + | ("Ἓ" : "ἓ") + | ("Ἔ" : "ἔ") + | ("Ἕ" : "ἕ") + | ("Ἠ" : "ἠ") + | ("Ἡ" : "ἡ") + | ("Ἢ" : "ἢ") + | ("Ἣ" : "ἣ") + | ("Ἤ" : "ἤ") + | ("Ἥ" : "ἥ") + | ("Ἦ" : "ἦ") + | ("Ἧ" : "ἧ") + | ("Ἰ" : "ἰ") + | ("Ἱ" : "ἱ") + | ("Ἲ" : "ἲ") + | ("Ἳ" : "ἳ") + | ("Ἴ" : "ἴ") + | ("Ἵ" : "ἵ") + | ("Ἶ" : "ἶ") + | ("Ἷ" : "ἷ") + | ("Ὀ" : "ὀ") + | ("Ὁ" : "ὁ") + | ("Ὂ" : "ὂ") + | ("Ὃ" : "ὃ") + | ("Ὄ" : "ὄ") + | ("Ὅ" : "ὅ") + | ("Ὑ" : "ὑ") + | ("Ὓ" : "ὓ") + | ("Ὕ" : "ὕ") + | ("Ὗ" : "ὗ") + | ("Ὠ" : "ὠ") + | ("Ὡ" : "ὡ") + | ("Ὢ" : "ὢ") + | ("Ὣ" : "ὣ") + | ("Ὤ" : "ὤ") + | ("Ὥ" : "ὥ") + | ("Ὦ" : "ὦ") + | ("Ὧ" : "ὧ") + | ("ᾈ" : "ᾀ") + | ("ᾉ" : "ᾁ") + | ("ᾊ" : "ᾂ") + | ("ᾋ" : "ᾃ") + | ("ᾌ" : "ᾄ") + | ("ᾍ" : "ᾅ") + | ("ᾎ" : "ᾆ") + | ("ᾏ" : "ᾇ") + | ("ᾘ" : "ᾐ") + | ("ᾙ" : "ᾑ") + | ("ᾚ" : "ᾒ") + | ("ᾛ" : "ᾓ") + | ("ᾜ" : "ᾔ") + | ("ᾝ" : "ᾕ") + | ("ᾞ" : "ᾖ") + | ("ᾟ" : "ᾗ") + | ("ᾨ" : "ᾠ") + | ("ᾩ" : "ᾡ") + | ("ᾪ" : "ᾢ") + | ("ᾫ" : "ᾣ") + | ("ᾬ" : "ᾤ") + | ("ᾭ" : "ᾥ") + | ("ᾮ" : "ᾦ") + | ("ᾯ" : "ᾧ") + | ("Ᾰ" : "ᾰ") + | ("Ᾱ" : "ᾱ") + | ("Ὰ" : "ὰ") + | ("Ά" : "ά") + | ("ᾼ" : "ᾳ") + | ("Ὲ" : "ὲ") + | ("Έ" : "έ") + | ("Ὴ" : "ὴ") + | ("Ή" : "ή") + | ("ῌ" : "ῃ") + | ("Ῐ" : "ῐ") + | ("Ῑ" : "ῑ") + | ("Ὶ" : "ὶ") + | ("Ί" : "ί") + | ("Ῠ" : "ῠ") + | ("Ῡ" : "ῡ") + | ("Ὺ" : "ὺ") + | ("Ύ" : "ύ") + | ("Ῥ" : "ῥ") + | ("Ὸ" : "ὸ") + | ("Ό" : "ό") + | ("Ὼ" : "ὼ") + | ("Ώ" : "ώ") + | ("ῼ" : "ῳ") + | ("Ⓐ" : "ⓐ") + | ("Ⓑ" : "ⓑ") + | ("Ⓒ" : "ⓒ") + | ("Ⓓ" : "ⓓ") + | ("Ⓔ" : "ⓔ") + | ("Ⓕ" : "ⓕ") + | ("Ⓖ" : "ⓖ") + | ("Ⓗ" : "ⓗ") + | ("Ⓘ" : "ⓘ") + | ("Ⓙ" : "ⓙ") + | ("Ⓚ" : "ⓚ") + | ("Ⓛ" : "ⓛ") + | ("Ⓜ" : "ⓜ") + | ("Ⓝ" : "ⓝ") + | ("Ⓞ" : "ⓞ") + | ("Ⓟ" : "ⓟ") + | ("Ⓠ" : "ⓠ") + | ("Ⓡ" : "ⓡ") + | ("Ⓢ" : "ⓢ") + | ("Ⓣ" : "ⓣ") + | ("Ⓤ" : "ⓤ") + | ("Ⓥ" : "ⓥ") + | ("Ⓦ" : "ⓦ") + | ("Ⓧ" : "ⓧ") + | ("Ⓨ" : "ⓨ") + | ("Ⓩ" : "ⓩ") + | ("Ⰰ" : "ⰰ") + | ("Ⰱ" : "ⰱ") + | ("Ⰲ" : "ⰲ") + | ("Ⰳ" : "ⰳ") + | ("Ⰴ" : "ⰴ") + | ("Ⰵ" : "ⰵ") + | ("Ⰶ" : "ⰶ") + | ("Ⰷ" : "ⰷ") + | ("Ⰸ" : "ⰸ") + | ("Ⰹ" : "ⰹ") + | ("Ⰺ" : "ⰺ") + | ("Ⰻ" : "ⰻ") + | ("Ⰼ" : "ⰼ") + | ("Ⰽ" : "ⰽ") + | ("Ⰾ" : "ⰾ") + | ("Ⰿ" : "ⰿ") + | ("Ⱀ" : "ⱀ") + | ("Ⱁ" : "ⱁ") + | ("Ⱂ" : "ⱂ") + | ("Ⱃ" : "ⱃ") + | ("Ⱄ" : "ⱄ") + | ("Ⱅ" : "ⱅ") + | ("Ⱆ" : "ⱆ") + | ("Ⱇ" : "ⱇ") + | ("Ⱈ" : "ⱈ") + | ("Ⱉ" : "ⱉ") + | ("Ⱊ" : "ⱊ") + | ("Ⱋ" : "ⱋ") + | ("Ⱌ" : "ⱌ") + | ("Ⱍ" : "ⱍ") + | ("Ⱎ" : "ⱎ") + | ("Ⱏ" : "ⱏ") + | ("Ⱐ" : "ⱐ") + | ("Ⱑ" : "ⱑ") + | ("Ⱒ" : "ⱒ") + | ("Ⱓ" : "ⱓ") + | ("Ⱔ" : "ⱔ") + | ("Ⱕ" : "ⱕ") + | ("Ⱖ" : "ⱖ") + | ("Ⱗ" : "ⱗ") + | ("Ⱘ" : "ⱘ") + | ("Ⱙ" : "ⱙ") + | ("Ⱚ" : "ⱚ") + | ("Ⱛ" : "ⱛ") + | ("Ⱜ" : "ⱜ") + | ("Ⱝ" : "ⱝ") + | ("Ⱞ" : "ⱞ") + | ("Ⲁ" : "ⲁ") + | ("Ⲃ" : "ⲃ") + | ("Ⲅ" : "ⲅ") + | ("Ⲇ" : "ⲇ") + | ("Ⲉ" : "ⲉ") + | ("Ⲋ" : "ⲋ") + | ("Ⲍ" : "ⲍ") + | ("Ⲏ" : "ⲏ") + | ("Ⲑ" : "ⲑ") + | ("Ⲓ" : "ⲓ") + | ("Ⲕ" : "ⲕ") + | ("Ⲗ" : "ⲗ") + | ("Ⲙ" : "ⲙ") + | ("Ⲛ" : "ⲛ") + | ("Ⲝ" : "ⲝ") + | ("Ⲟ" : "ⲟ") + | ("Ⲡ" : "ⲡ") + | ("Ⲣ" : "ⲣ") + | ("Ⲥ" : "ⲥ") + | ("Ⲧ" : "ⲧ") + | ("Ⲩ" : "ⲩ") + | ("Ⲫ" : "ⲫ") + | ("Ⲭ" : "ⲭ") + | ("Ⲯ" : "ⲯ") + | ("Ⲱ" : "ⲱ") + | ("Ⲳ" : "ⲳ") + | ("Ⲵ" : "ⲵ") + | ("Ⲷ" : "ⲷ") + | ("Ⲹ" : "ⲹ") + | ("Ⲻ" : "ⲻ") + | ("Ⲽ" : "ⲽ") + | ("Ⲿ" : "ⲿ") + | ("Ⳁ" : "ⳁ") + | ("Ⳃ" : "ⳃ") + | ("Ⳅ" : "ⳅ") + | ("Ⳇ" : "ⳇ") + | ("Ⳉ" : "ⳉ") + | ("Ⳋ" : "ⳋ") + | ("Ⳍ" : "ⳍ") + | ("Ⳏ" : "ⳏ") + | ("Ⳑ" : "ⳑ") + | ("Ⳓ" : "ⳓ") + | ("Ⳕ" : "ⳕ") + | ("Ⳗ" : "ⳗ") + | ("Ⳙ" : "ⳙ") + | ("Ⳛ" : "ⳛ") + | ("Ⳝ" : "ⳝ") + | ("Ⳟ" : "ⳟ") + | ("Ⳡ" : "ⳡ") + | ("Ⳣ" : "ⳣ") + | ("Ａ" : "ａ") + | ("Ｂ" : "ｂ") + | ("Ｃ" : "ｃ") + | ("Ｄ" : "ｄ") + | ("Ｅ" : "ｅ") + | ("Ｆ" : "ｆ") + | ("Ｇ" : "ｇ") + | ("Ｈ" : "ｈ") + | ("Ｉ" : "ｉ") + | ("Ｊ" : "ｊ") + | ("Ｋ" : "ｋ") + | ("Ｌ" : "ｌ") + | ("Ｍ" : "ｍ") + | ("Ｎ" : "ｎ") + | ("Ｏ" : "ｏ") + | ("Ｐ" : "ｐ") + | ("Ｑ" : "ｑ") + | ("Ｒ" : "ｒ") + | ("Ｓ" : "ｓ") + | ("Ｔ" : "ｔ") + | ("Ｕ" : "ｕ") + | ("Ｖ" : "ｖ") + | ("Ｗ" : "ｗ") + | ("Ｘ" : "ｘ") + | ("Ｙ" : "ｙ") + | ("Ｚ" : "ｚ") +; + +sigma_star = Optimize[bytelib.kBytes*] ; + +export TOUPPER_DETERMINISTIC = + CDRewrite[toupper_deterministic, "", "", sigma_star, 'ltr', 'obl'] ; + +export TOUPPER = CDRewrite[toupper, "", "", sigma_star, 'ltr', 'obl'] ; + +export TOLOWER = CDRewrite[tolower, "", "", sigma_star, 'ltr', 'obl'] ; + +export a_through_z_toupper = Optimize[ + ("a" : "A") + | ("b" : "B") + | ("c" : "C") + | ("d" : "D") + | ("e" : "E") + | ("f" : "F") + | ("g" : "G") + | ("h" : "H") + | ("i" : "I") + | ("j" : "J") + | ("k" : "K") + | ("l" : "L") + | ("m" : "M") + | ("n" : "N") + | ("o" : "O") + | ("p" : "P") + | ("q" : "Q") + | ("r" : "R") + | ("s" : "S") + | ("t" : "T") + | ("u" : "U") + | ("v" : "V") + | ("w" : "W") + | ("x" : "X") + | ("y" : "Y") + | ("z" : "Z") +]; diff --git a/third_party/chinese_text_normalization/thrax/src/util/germanic.tsv b/third_party/chinese_text_normalization/thrax/src/util/germanic.tsv new file mode 100644 index 000000000..6285e0106 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/util/germanic.tsv @@ -0,0 +1,81 @@ +1 10 11 +2 10 12 +3 10 13 +4 10 14 +5 10 15 +6 10 16 +7 10 17 +8 10 18 +9 10 19 +1 20 21 +2 20 22 +3 20 23 +4 20 24 +5 20 25 +6 20 26 +7 20 27 +8 20 28 +9 20 29 +1 30 31 +2 30 32 +3 30 33 +4 30 34 +5 30 35 +6 30 36 +7 30 37 +8 30 38 +9 30 39 +1 40 41 +2 40 42 +3 40 43 +4 40 44 +5 40 45 +6 40 46 +7 40 47 +8 40 48 +9 40 49 +1 50 51 +2 50 52 +3 50 53 +4 50 54 +5 50 55 +6 50 56 +7 50 57 +8 50 58 +9 50 59 +1 60 61 +2 60 62 +3 60 63 +4 60 64 +5 60 65 +6 60 66 +7 60 67 +8 60 68 +9 60 69 +1 70 71 +2 70 72 +3 70 73 +4 70 74 +5 70 75 +6 70 76 +7 70 77 +8 70 78 +9 70 79 +1 80 81 +2 80 82 +3 80 83 +4 80 84 +5 80 85 +6 80 86 +7 80 87 +8 80 88 +9 80 89 +1 90 91 +2 90 92 +3 90 93 +4 90 94 +5 90 95 +6 90 96 +7 90 97 +8 90 98 +9 90 99 diff --git a/third_party/chinese_text_normalization/thrax/src/util/util.grm b/third_party/chinese_text_normalization/thrax/src/util/util.grm new file mode 100644 index 000000000..bb559235f --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/src/util/util.grm @@ -0,0 +1,528 @@ +# Copyright 2017 Google Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# Utility functions. + +import 'util/byte.grm' as bytelib; +import 'util/case.grm' as case; + +# A simplification helper function that encapsulates the left-to-right and +# obligatory options. +func CDR[t, l, r, s] { + return CDRewrite[t, l, r, s, 'ltr', 'obl']; +} + +# Useful insertion and deletion functions. + +func I[expr] { + return "" : expr; +} + +func D[expr] { + return expr : ""; +} + +# A machine that accepts nothing. +export NULL = Optimize["" - ""]; + +export d1to9 = Optimize[bytelib.kDigit - "0"]; +export d02to9 = Optimize[bytelib.kDigit - "1"]; +export d2to9 = Optimize[d02to9 - "0"]; +# Any number that isn't zero. May have leading zeroes. +export non_zero_number = Optimize["0"* d1to9 bytelib.kDigit*]; +# Any number, allowing for factorization markers. +export factorized_number = Optimize[(bytelib.kDigit | "\[" | "E" | "\]")*]; +export non_zero_factorized_number = Optimize["0"* d1to9 factorized_number]; + +export ins_space = "" : " "; +export ins_sil = "" : " sil "; +export ins_short_sil = "" : " sil|short "; +export ins_quote = "" : "\""; + +# Caveat: pass_anything does not pass stuff like "[~~]". +export pass_anything = bytelib.kBytes*; +export pass_any_word = bytelib.kNotSpace+; + +export pass_space_plus = bytelib.kSpace+; +export pass_space_star = bytelib.kSpace*; + +export clear_space = bytelib.kSpace : ""; +export clear_space_plus = bytelib.kSpace+ : ""; +export clear_space_star = bytelib.kSpace* : ""; + +export space_to_underscore = (bytelib.kAlnum | (" " : "_"))*; +export one_space = clear_space_star ins_space; + +export CLEAN_SPACES = Optimize[ + "" | (clear_space_star + (pass_any_word (bytelib.kSpace+ : " "))* + pass_any_word clear_space_star)] +; + +export del_space_star = " "* : ""; +export del_space_plus = " "+ : ""; + +export sigma_star = Optimize[pass_anything]; + +export DELETE_SPACES = + CDRewrite[clear_space_plus, "", "", sigma_star]; + +export REMOVE_LEADING_SPACES = + CDRewrite[clear_space_plus, "[BOS]", "", sigma_star]; + +export REMOVE_FINAL_SPACES = + CDRewrite[clear_space_plus, "", "[EOS]", sigma_star]; + +export REMOVE_BOUNDARY_SPACES = REMOVE_LEADING_SPACES @ REMOVE_FINAL_SPACES; + +export delete_initial_zero = + CDRewrite["0" : "", "[BOS]", bytelib.kDigit, sigma_star]; + +export lower_case_letter = Optimize[case.tolower | case.LOWER | bytelib.kLower]; +export lower_case = Optimize[lower_case_letter+]; +export lower_case_anything = case.TOLOWER; + +export upper_case_letter = Optimize[case.toupper | case.UPPER | bytelib.kUpper]; +export upper_case = Optimize[upper_case_letter+]; +export upper_case_anything = case.TOUPPER; + +export opening_brace = del_space_star ("{" : "") del_space_star; +export closing_brace = del_space_star ("}" : "") del_space_star; + +export quote = del_space_star ("\"" : "") del_space_star; +export double_quote = del_space_star ("\"\"" : "") del_space_star; + +export VOWELS = Optimize["a" | "e" | "i" | "o" | "u"]; +export VOWELS_Y = Optimize["a" | "e" | "i" | "o" | "u" | "y"]; +export VOWELS_INSENSITIVE = Optimize[VOWELS_Y | "A" | "E" | "I" + | "O" | "U" | "Y"]; +export CONSONANTS = Optimize[bytelib.kLower - VOWELS]; +export CONSONANTS_INSENSITIVE = Optimize[bytelib.kAlpha - VOWELS_INSENSITIVE]; + +# LSEQs that can be used for URL verbalization for all languages; +# mainly protocol names & file extensions. +export URL_LSEQS = Optimize["www" | "edu" | "ftp" | "htm" | "html" | "imdb" | + "php" | "asp" | "aspx" | "bbc" | "cgi" | "xhtml" | + "shtml" | "jsp"]; + +# Rule for swapping cardinal to decimal; useful for measures where +# both can appear in the proto but may be handled similarly. +export CARDINAL_TO_DECIMAL = Optimize[ + CDRewrite["cardinal" : "decimal", "", "", sigma_star] @ + CDRewrite["integer:" : "integer_part:", "", "", sigma_star] +]; + +export escape_quotes_and_backslashes = + ((bytelib.kBytes - "\"" - "\\") | ("\"" : "\\\"") | ("\\" : "\\\\"))* +; + +## Generally useful definition: + +export hours = + "0" + | "1" + | "2" + | "3" + | "4" + | "5" + | "6" + | "7" + | "8" + | "9" + | "10" + | "11" + | "12" + | "13" + | "14" + | "15" + | "16" + | "17" + | "18" + | "19" + | "20" + | "21" + | "22" + | "23" + | "24" +; + +export hours_shift = + ("0" : "1") + | ("1" : "2") + | ("2" : "3") + | ("3" : "4") + | ("4" : "5") + | ("5" : "6") + | ("6" : "7") + | ("7" : "8") + | ("8" : "9") + | ("9" : "10") + | ("10" : "11") + | ("11" : "12") + | ("12" : "13") + | ("13" : "14") + | ("14" : "15") + | ("15" : "16") + | ("16" : "17") + | ("17" : "18") + | ("18" : "19") + | ("19" : "20") + | ("20" : "21") + | ("21" : "22") + | ("22" : "23") + | ("23" : "24") + | ("24" : "1") +; + +export hours_24_to_12 = + ("0" : "12") + | "1" + | "2" + | "3" + | "4" + | "5" + | "6" + | "7" + | "8" + | "9" + | "10" + | "11" + | "12" + | ("13" : "1") + | ("14" : "2") + | ("15" : "3") + | ("16" : "4") + | ("17" : "5") + | ("18" : "6") + | ("19" : "7") + | ("20" : "8") + | ("21" : "9") + | ("22" : "10") + | ("23" : "11") + | ("24" : "12") +; + +export hours_24_to_12_next = + ("0" : "1") + | ("1" : "2") + | ("2" : "3") + | ("3" : "4") + | ("4" : "5") + | ("5" : "6") + | ("6" : "7") + | ("7" : "8") + | ("8" : "9") + | ("9" : "10") + | ("10" : "11") + | ("11" : "12") + | ("12" : "1") + | ("13" : "2") + | ("14" : "3") + | ("15" : "4") + | ("16" : "5") + | ("17" : "6") + | ("18" : "7") + | ("19" : "8") + | ("20" : "9") + | ("21" : "10") + | ("22" : "11") + | ("23" : "12") + | ("24" : "1") +; + +export minutes = + "0" + | "1" + | "2" + | "3" + | "4" + | "5" + | "6" + | "7" + | "8" + | "9" + | "10" + | "11" + | "12" + | "13" + | "14" + | "15" + | "16" + | "17" + | "18" + | "19" + | "20" + | "21" + | "22" + | "23" + | "24" + | "25" + | "26" + | "27" + | "28" + | "29" + | "30" + | "31" + | "32" + | "33" + | "34" + | "35" + | "36" + | "37" + | "38" + | "39" + | "40" + | "41" + | "42" + | "43" + | "44" + | "45" + | "46" + | "47" + | "48" + | "49" + | "50" + | "51" + | "52" + | "53" + | "54" + | "55" + | "56" + | "57" + | "58" + | "59" +; + +export round_minutes = + ("1" : "0") + | ("2" : "0") + | ("3" : "5") + | ("4" : "5") + | ("6" : "5") + | ("7" : "5") + | ("8" : "10") + | ("9" : "10") + | ("11" : "10") + | ("12" : "10") + | ("13" : "15") + | ("14" : "15") + | ("16" : "15") + | ("17" : "15") + | ("18" : "20") + | ("19" : "20") + | ("21" : "20") + | ("22" : "20") + | ("23" : "25") + | ("24" : "25") + | ("26" : "25") + | ("27" : "25") + | ("28" : "30") + | ("29" : "30") + | ("31" : "30") + | ("32" : "30") + | ("33" : "35") + | ("34" : "35") + | ("36" : "35") + | ("37" : "35") + | ("38" : "40") + | ("39" : "40") + | ("41" : "40") + | ("42" : "40") + | ("43" : "45") + | ("44" : "45") + | ("46" : "45") + | ("47" : "45") + | ("48" : "50") + | ("49" : "50") + | ("51" : "50") + | ("52" : "50") + | ("53" : "55") + | ("54" : "55") + | ("56" : "55") + | ("57" : "55") +; + +export unrounded_minutes = + ("0" : "0") + | ("5" : "5") + | ("10" : "10") + | ("15" : "15") + | ("20" : "20") + | ("25" : "25") + | ("30" : "30") + | ("35" : "35") + | ("40" : "40") + | ("45" : "45") + | ("50" : "50") + | ("55" : "55") +; + +export round_minutes_next_hour = + ("58" : "0") + | ("59" : "0") +; + +export subtract_from_60 = + "30" + | ("31" : "29" ) + | ("32" : "28" ) + | ("33" : "27" ) + | ("34" : "26" ) + | ("35" : "25" ) + | ("36" : "24" ) + | ("37" : "23" ) + | ("38" : "22" ) + | ("39" : "21" ) + | ("40" : "20" ) + | ("41" : "19" ) + | ("42" : "18" ) + | ("43" : "17" ) + | ("44" : "16" ) + | ("45" : "15" ) + | ("46" : "14" ) + | ("47" : "13" ) + | ("48" : "12" ) + | ("49" : "11" ) + | ("50" : "10" ) + | ("51" : "9" ) + | ("52" : "8" ) + | ("53" : "7" ) + | ("54" : "6" ) + | ("55" : "5" ) + | ("56" : "4" ) + | ("57" : "3" ) + | ("58" : "2" ) + | ("59" : "1" ) +; + +export any_month = + (("0" : "")? + ( + "1" + | "2" + | "3" + | "4" + | "5" + | "6" + | "7" + | "8" + | "9" + )) + | "10" + | "11" + | "12" +; + +export any_day = + (("0" : "")? + ( + "1" + | "2" + | "3" + | "4" + | "5" + | "6" + | "7" + | "8" + | "9" + )) + | "10" + | "11" + | "12" + | "13" + | "14" + | "15" + | "16" + | "17" + | "18" + | "19" + | "20" + | "21" + | "22" + | "23" + | "24" + | "25" + | "26" + | "27" + | "28" + | "29" + | "30" + | "31" +; + +## TODO: These rules need to be coordinated with the markup since that may +## change. + +export approximately = "[~~]"; + +## Rounded: say "approximately". + +approx1 = Optimize[ + "minutes:" + ("" : approximately) (minutes @ round_minutes) + "|" + "hours:" + hours + "|" + pass_anything] +; + +## Rounded to next hour. + +approx2 = Optimize[ + "minutes:" + ("" : approximately) round_minutes_next_hour + "|" + "hours:" + hours_shift + "|" + pass_anything] +; + +## Not rounded: don't say "approximately". + +approx3 = Optimize[ + "minutes:" + (minutes @ unrounded_minutes) + "|" + "hours:" + hours + "|" + pass_anything] +; + +export approx = Optimize[ + approx1 | approx2 | approx3 +]; + +# "|" and "\" are escaped in the new serialization scheme using a backslash, so +# we need to adjust these in the verbatim mappings. + +func EscapedMappings[raw_mappings] { + escapes = ("\\\\" : "\\") | ("\\|" : "|"); + return Optimize[ + ((Project[raw_mappings, 'input'] - Project[escapes, 'output']) | escapes) + @ raw_mappings + ]; +} + +# Allows verbatim grammars to be more permissive by accepting all inputs, it +# simply consumes the input if it is not present in the raw mappings. + +func ConsumeUnmapped[raw_mappings] { + unmapped = bytelib.kBytes - Project[raw_mappings, 'input']; + return Optimize[ + D[unmapped]<20> + ]; +} diff --git a/third_party/chinese_text_normalization/thrax/testcase_cn.txt b/third_party/chinese_text_normalization/thrax/testcase_cn.txt new file mode 100644 index 000000000..688456e86 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/testcase_cn.txt @@ -0,0 +1,54 @@ +一 +二 +三 +四 +五 +六 +七 +八 +九 +十 +十九 +二十 +二十八 +三十 +三十七 +四十 +四十六 +五十 +五十五 +六十 +六十四 +七十 +七十三 +八十 +八十二 +九十 +九十一 +一百 +一百零一 +一百一 +一百一十二 +两百二 +二百二十三 +三百三 +三百三十四 +四百四 +四百四十五 +一千五百五 +两千五百五十六 +三千六百六 +四千六百六十七 +五千七百七 +六千七百七十八 +七千八百八 +八千八百八十九 +九千九百九 +九千九百九十一 +二零一九年九月十二日 +两千零五年八月五号 +八五年二月二十七日 +公元一六三年 +零六年一月二号 +有百分之六十二的人认为 + diff --git a/third_party/chinese_text_normalization/thrax/testcase_en.txt b/third_party/chinese_text_normalization/thrax/testcase_en.txt new file mode 100644 index 000000000..b5c1312b3 --- /dev/null +++ b/third_party/chinese_text_normalization/thrax/testcase_en.txt @@ -0,0 +1,14 @@ +23,000 +1980 +8:35 +14.5 +1/4 +2/15 +5% +$10086 +www.google.com +5:50 a.m. +4:30 PM +www.interspeech.edu +www.iccasp.net +jiayu@gmail.com

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