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235 lines
5.4 KiB
235 lines
5.4 KiB
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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AMI corpus contained 100 hours of meeting recording.
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This script returns the standard train, dev and eval split for AMI corpus.
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For more information on dataset please refer to http://groups.inf.ed.ac.uk/ami/corpus/datasets.shtml
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Authors
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* qingenz123@126.com (Qingen ZHAO) 2022
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"""
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ALLOWED_OPTIONS = ["scenario_only", "full_corpus", "full_corpus_asr"]
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def get_AMI_split(split_option):
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"""
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Prepares train, dev, and test sets for given split_option
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Arguments
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---------
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split_option: str
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The standard split option.
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Allowed options: "scenario_only", "full_corpus", "full_corpus_asr"
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Returns
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-------
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Meeting IDs for train, dev, and test sets for given split_option
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"""
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if split_option not in ALLOWED_OPTIONS:
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print(
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f'Invalid split "{split_option}" requested!\nValid split_options are: ',
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ALLOWED_OPTIONS, )
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return
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if split_option == "scenario_only":
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train_set = [
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"ES2002",
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"ES2005",
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"ES2006",
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"ES2007",
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"ES2008",
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"ES2009",
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"ES2010",
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"ES2012",
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"ES2013",
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"ES2015",
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"ES2016",
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"IS1000",
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"IS1001",
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"IS1002",
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"IS1003",
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"IS1004",
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"IS1005",
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"IS1006",
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"IS1007",
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"TS3005",
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"TS3008",
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"TS3009",
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"TS3010",
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"TS3011",
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"TS3012",
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]
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dev_set = [
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"ES2003",
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"ES2011",
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"IS1008",
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"TS3004",
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"TS3006",
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]
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test_set = [
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"ES2004",
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"ES2014",
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"IS1009",
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"TS3003",
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"TS3007",
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]
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if split_option == "full_corpus":
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# List of train: SA (TRAINING PART OF SEEN DATA)
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train_set = [
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"ES2002",
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"ES2005",
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"ES2006",
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"ES2007",
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"ES2008",
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"ES2009",
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"ES2010",
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"ES2012",
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"ES2013",
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"ES2015",
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"ES2016",
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"IS1000",
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"IS1001",
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"IS1002",
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"IS1003",
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"IS1004",
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"IS1005",
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"IS1006",
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"IS1007",
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"TS3005",
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"TS3008",
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"TS3009",
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"TS3010",
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"TS3011",
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"TS3012",
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"EN2001",
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"EN2003",
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"EN2004",
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"EN2005",
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"EN2006",
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"EN2009",
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"IN1001",
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"IN1002",
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"IN1005",
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"IN1007",
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"IN1008",
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"IN1009",
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"IN1012",
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"IN1013",
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"IN1014",
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"IN1016",
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]
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# List of dev: SB (DEV PART OF SEEN DATA)
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dev_set = [
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"ES2003",
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"ES2011",
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"IS1008",
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"TS3004",
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"TS3006",
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"IB4001",
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"IB4002",
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"IB4003",
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"IB4004",
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"IB4010",
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"IB4011",
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]
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# List of test: SC (UNSEEN DATA FOR EVALUATION)
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# Note that IB4005 does not appear because it has speakers in common with two sets of data.
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test_set = [
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"ES2004",
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"ES2014",
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"IS1009",
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"TS3003",
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"TS3007",
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"EN2002",
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]
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if split_option == "full_corpus_asr":
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train_set = [
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"ES2002",
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"ES2003",
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"ES2005",
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"ES2006",
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"ES2007",
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"ES2008",
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"ES2009",
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"ES2010",
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"ES2012",
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"ES2013",
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"ES2014",
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"ES2015",
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"ES2016",
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"IS1000",
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"IS1001",
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"IS1002",
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"IS1003",
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"IS1004",
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"IS1005",
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"IS1006",
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"IS1007",
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"TS3005",
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"TS3006",
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"TS3007",
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"TS3008",
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"TS3009",
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"TS3010",
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"TS3011",
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"TS3012",
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"EN2001",
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"EN2003",
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"EN2004",
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"EN2005",
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"EN2006",
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"EN2009",
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"IN1001",
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"IN1002",
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"IN1005",
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"IN1007",
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"IN1008",
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"IN1009",
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"IN1012",
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"IN1013",
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"IN1014",
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"IN1016",
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]
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dev_set = [
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"ES2011",
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"IS1008",
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"TS3004",
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"IB4001",
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"IB4002",
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"IB4003",
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"IB4004",
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"IB4010",
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"IB4011",
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]
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test_set = [
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"ES2004",
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"IS1009",
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"TS3003",
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"EN2002",
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]
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return train_set, dev_set, test_set
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