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https://github.com/k2-fsa/icefall.git
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2cb1618c95
* add pruned transducer stateless5 recipe for tal_csasr * do some changes for merging * change for conformer.py * add wer and cer for Chinese and English respectively * fix a error for conformer.py
148 lines
4.2 KiB
Python
Executable File
148 lines
4.2 KiB
Python
Executable File
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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# Copyright 2022 Xiaomi Corp. (authors: Mingshuang Luo)
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#
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# See ../../../../LICENSE for clarification regarding multiple authors
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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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This script takes as input "text_full", which includes all transcript files
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for a dataset:
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- text_full
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and generates the output file text_normalize which is implemented
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to normalize text:
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- text
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"""
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import argparse
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from tqdm import tqdm
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def get_parser():
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parser = argparse.ArgumentParser(
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description="Normalizing for text",
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formatter_class=argparse.ArgumentDefaultsHelpFormatter,
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)
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parser.add_argument(
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"--input",
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default="data/lang_char/text_full",
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type=str,
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help="the input text file",
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)
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parser.add_argument(
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"--output",
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default="data/lang_char/text",
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type=str,
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help="the text implemented with normalizer",
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)
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return parser
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def text_normalize(str_line: str):
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line = str_line.strip().rstrip("\n")
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line = line.replace("<sil>", "")
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line = line.replace("<%>", "")
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line = line.replace("<->", "")
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line = line.replace("<$>", "")
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line = line.replace("<#>", "")
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line = line.replace("<_>", "")
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line = line.replace("<space>", "")
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line = line.replace("`", "")
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line = line.replace("'", "")
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line = line.replace("&", "")
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line = line.replace(",", "")
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line = line.replace("Ａ", "A")
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line = line.replace("Ｃ", "C")
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line = line.replace("Ｄ", "D")
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line = line.replace("Ｅ", "E")
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line = line.replace("Ｇ", "G")
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line = line.replace("Ｈ", "H")
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line = line.replace("Ｉ", "I")
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line = line.replace("Ｎ", "N")
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line = line.replace("Ｕ", "U")
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line = line.replace("Ｗ", "W")
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line = line.replace("Ｙ", "Y")
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line = line.replace("ａ", "A")
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line = line.replace("ｂ", "B")
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line = line.replace("ｃ", "C")
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line = line.replace("ｋ", "K")
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line = line.replace("ｔ", "T")
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line = line.replace("，", "")
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line = line.replace("丶", "")
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line = line.replace("。", "")
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line = line.replace("、", "")
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line = line.replace("？", "")
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line = line.replace("·", "")
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line = line.replace("*", "")
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line = line.replace("！", "")
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line = line.replace("$", "")
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line = line.replace("+", "")
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line = line.replace("-", "")
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line = line.replace("\\", "")
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line = line.replace("?", "")
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line = line.replace("￥", "")
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line = line.replace("%", "")
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line = line.replace(".", "")
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line = line.replace("<", "")
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line = line.replace("＆", "")
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line = line.replace("~", "")
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line = line.replace("=", "")
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line = line.replace(":", "")
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line = line.replace("!", "")
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line = line.replace("/", "")
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line = line.replace("‘", "")
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line = line.replace("’", "")
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line = line.replace("“", "")
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line = line.replace("”", "")
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line = line.replace("[", "")
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line = line.replace("]", "")
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line = line.replace("@", "")
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line = line.replace("#", "")
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line = line.replace("：", "")
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line = line.replace("；", "")
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line = line.replace("…", "")
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line = line.replace("《", "")
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line = line.replace("》", "")
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line = line.upper()
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return line
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def main():
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parser = get_parser()
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args = parser.parse_args()
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input_file = args.input
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output_file = args.output
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f = open(input_file, "r", encoding="utf-8")
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lines = f.readlines()
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new_lines = []
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for i in tqdm(range(len(lines))):
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new_line = text_normalize(lines[i])
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new_lines.append(new_line)
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f_new = open(output_file, "w", encoding="utf-8")
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for line in new_lines:
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f_new.write(line)
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f_new.write("\n")
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if __name__ == "__main__":
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main()
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