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egs/yomdle_zh/v1/local/prepare_lexicon.py
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#!/usr/bin/env python3 # Copyright 2018 Ashish Arora # Chun-Chieh Chang import argparse import os parser = argparse.ArgumentParser(description="""Creates the list of characters and words in lexicon""") parser.add_argument('dir', type=str, help='output path') parser.add_argument('--data-dir', type=str, default='data', help='Path to text file') args = parser.parse_args() ### main ### lex = {} text_path = os.path.join(args.data_dir, 'train', 'text') text_fh = open(text_path, 'r', encoding='utf-8') # Used specially for Chinese. # Uses the ChangJie keyboard input method to create subword units for Chinese. cj5_table = {} with open('download/cj5-cc.txt', 'r', encoding='utf-8') as f: for line in f: line_vect = line.strip().split() if not line_vect[0].startswith('yyy') and not line_vect[0].startswith('z'): cj5_table[line_vect[1]] = "cj5_" + " cj5_".join(list(line_vect[0])) with open(text_path, 'r', encoding='utf-8') as f: for line in f: line_vect = line.strip().split() for i in range(1, len(line_vect)): characters = list(line_vect[i]) # Put SIL instead of "|". Because every "|" in the beginning of the words is for initial-space of that word characters = " ".join([ 'SIL' if char == '|' else cj5_table[char] if char in cj5_table else char for char in characters]) characters = characters.replace('#','<HASH>') lex[line_vect[i]] = characters with open(os.path.join(args.dir, 'lexicon.txt'), 'w', encoding='utf-8') as fp: for key in sorted(lex): fp.write(key + " " + lex[key] + " ") |