prepare_lexicon.py
1.26 KB
#!/usr/bin/env python3
# Copyright 2017 Babak Rekabdar
# 2017 Hossein Hadian
# 2017 Chun Chieh Chang
# 2017 Ashish Arora
# Apache 2.0
# This script prepares lexicon for BPE. It gets the set of all words that occur in data/train/text.
# Since this lexicon is based on BPE, it replaces '|' with silence.
import argparse
import os
import unicodedata
parser = argparse.ArgumentParser(description="""Creates the list of characters and words in lexicon""")
parser.add_argument('dir', type=str, help='output path')
args = parser.parse_args()
### main ###
lex = {}
text_path = os.path.join('data', 'train', 'text')
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])
characters = " ".join([ 'SIL' if char == '|' else char for char in characters])
characters = list(characters)
characters = "".join([ '<HASH>' if char == '#' else char for char in characters])
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] + "\n")