# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # 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 argparse from collections import OrderedDict from pathlib import Path import logging def detect_oov(corpus_dir, lexicon_path, transcription_pattern="*.lab"): corpus_dir = Path(corpus_dir) lexicon = OrderedDict() with open(lexicon_path, 'rt') as f: for line in f: syllable, phonemes = line.split(maxsplit=1) lexicon[syllable] = phonemes for fp in corpus_dir.glob(transcription_pattern): syllables = fp.read_text().strip().split() for s in syllables: if s not in lexicon: logging.warning(f"{fp.relative_to(corpus_dir)} has OOV {s} .") if __name__ == "__main__": parser = argparse.ArgumentParser( description="detect oov in a corpus given a lexicon") parser.add_argument( "corpus_dir", type=str, help="corpus dir for MFA alignment.") parser.add_argument("lexicon_path", type=str, help="dictionary to use.") parser.add_argument( "--pattern", type=str, default="*.lab", help="dictionary to use.") args = parser.parse_args() print(args) detect_oov(args.corpus_dir, args.lexicon_path, args.pattern)