File size: 7,722 Bytes
ee66067 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 | import re
from text.japanese import japanese_to_romaji_with_accent, japanese_to_ipa, japanese_to_ipa2, japanese_to_ipa3
from text.korean import latin_to_hangul, number_to_hangul, divide_hangul, korean_to_lazy_ipa, korean_to_ipa
from text.mandarin import number_to_chinese, chinese_to_bopomofo, latin_to_bopomofo, chinese_to_romaji, chinese_to_lazy_ipa, chinese_to_ipa, chinese_to_ipa2
from text.sanskrit import devanagari_to_ipa
from text.english import english_to_lazy_ipa, english_to_ipa2, english_to_lazy_ipa2
from text.thai import num_to_thai, latin_to_thai
from unidecode import unidecode
from phonemizer import phonemize
from pypinyin import Style, pinyin
from pypinyin.style._utils import get_finals, get_initials
# Regular expression matching whitespace:
_whitespace_re = re.compile(r'\s+')
# List of (regular expression, replacement) pairs for abbreviations:
_abbreviations = [(re.compile('\\b%s\\.' % x[0], re.IGNORECASE), x[1]) for x in [
('mrs', 'misess'),
('mr', 'mister'),
('dr', 'doctor'),
('st', 'saint'),
('co', 'company'),
('jr', 'junior'),
('maj', 'major'),
('gen', 'general'),
('drs', 'doctors'),
('rev', 'reverend'),
('lt', 'lieutenant'),
('hon', 'honorable'),
('sgt', 'sergeant'),
('capt', 'captain'),
('esq', 'esquire'),
('ltd', 'limited'),
('col', 'colonel'),
('ft', 'fort'),
]]
# from text.shanghainese import shanghainese_to_ipa
# from text.cantonese import cantonese_to_ipa
# from text.ngu_dialect import ngu_dialect_to_ipa
def japanese_cleaners(text):
text = japanese_to_romaji_with_accent(text)
text = re.sub(r'([A-Za-z])$', r'\1.', text)
return text
def japanese_cleaners2(text):
return japanese_cleaners(text).replace('ts', 'ʦ').replace('...', '…')
def korean_cleaners(text):
'''Pipeline for Korean text'''
text = latin_to_hangul(text)
text = number_to_hangul(text)
text = divide_hangul(text)
text = re.sub(r'([\u3131-\u3163])$', r'\1.', text)
return text
def chinese_cleaners(text):
'''Pipeline for Chinese text'''
text = text.replace("[ZH]", "")
text = number_to_chinese(text)
text = chinese_to_bopomofo(text)
text = latin_to_bopomofo(text)
text = re.sub(r'([ˉˊˇˋ˙])$', r'\1。', text)
return text
def zh_ja_mixture_cleaners(text):
text = re.sub(r'\[ZH\](.*?)\[ZH\]',
lambda x: chinese_to_romaji(x.group(1))+' ', text)
text = re.sub(r'\[JA\](.*?)\[JA\]', lambda x: japanese_to_romaji_with_accent(
x.group(1)).replace('ts', 'ʦ').replace('u', 'ɯ').replace('...', '…')+' ', text)
text = re.sub(r'\s+$', '', text)
text = re.sub(r'([^\.,!\?\-…~])$', r'\1.', text)
return text
def sanskrit_cleaners(text):
text = text.replace('॥', '।').replace('ॐ', 'ओम्')
text = re.sub(r'([^।])$', r'\1।', text)
return text
def cjks_cleaners(text):
text = re.sub(r'\[ZH\](.*?)\[ZH\]',
lambda x: chinese_to_lazy_ipa(x.group(1))+' ', text)
text = re.sub(r'\[JA\](.*?)\[JA\]',
lambda x: japanese_to_ipa(x.group(1))+' ', text)
text = re.sub(r'\[KO\](.*?)\[KO\]',
lambda x: korean_to_lazy_ipa(x.group(1))+' ', text)
text = re.sub(r'\[SA\](.*?)\[SA\]',
lambda x: devanagari_to_ipa(x.group(1))+' ', text)
text = re.sub(r'\[EN\](.*?)\[EN\]',
lambda x: english_to_lazy_ipa(x.group(1))+' ', text)
text = re.sub(r'\s+$', '', text)
text = re.sub(r'([^\.,!\?\-…~])$', r'\1.', text)
return text
def cjke_cleaners(text):
text = re.sub(r'\[ZH\](.*?)\[ZH\]', lambda x: chinese_to_lazy_ipa(x.group(1)).replace(
'ʧ', 'tʃ').replace('ʦ', 'ts').replace('ɥan', 'ɥæn')+' ', text)
text = re.sub(r'\[JA\](.*?)\[JA\]', lambda x: japanese_to_ipa(x.group(1)).replace('ʧ', 'tʃ').replace(
'ʦ', 'ts').replace('ɥan', 'ɥæn').replace('ʥ', 'dz')+' ', text)
text = re.sub(r'\[KO\](.*?)\[KO\]',
lambda x: korean_to_ipa(x.group(1))+' ', text)
text = re.sub(r'\[EN\](.*?)\[EN\]', lambda x: english_to_ipa2(x.group(1)).replace('ɑ', 'a').replace(
'ɔ', 'o').replace('ɛ', 'e').replace('ɪ', 'i').replace('ʊ', 'u')+' ', text)
text = re.sub(r'\s+$', '', text)
text = re.sub(r'([^\.,!\?\-…~])$', r'\1.', text)
return text
def cjke_cleaners2(text):
text = re.sub(r'\[ZH\](.*?)\[ZH\]',
lambda x: chinese_to_ipa(x.group(1))+' ', text)
text = re.sub(r'\[JA\](.*?)\[JA\]',
lambda x: japanese_to_ipa2(x.group(1))+' ', text)
text = re.sub(r'\[KO\](.*?)\[KO\]',
lambda x: korean_to_ipa(x.group(1))+' ', text)
text = re.sub(r'\[EN\](.*?)\[EN\]',
lambda x: english_to_ipa2(x.group(1))+' ', text)
text = re.sub(r'\s+$', '', text)
text = re.sub(r'([^\.,!\?\-…~])$', r'\1.', text)
return text
def thai_cleaners(text):
text = num_to_thai(text)
text = latin_to_thai(text)
return text
# def shanghainese_cleaners(text):
# text = shanghainese_to_ipa(text)
# text = re.sub(r'([^\.,!\?\-…~])$', r'\1.', text)
# return text
# def chinese_dialect_cleaners(text):
# text = re.sub(r'\[ZH\](.*?)\[ZH\]',
# lambda x: chinese_to_ipa2(x.group(1))+' ', text)
# text = re.sub(r'\[JA\](.*?)\[JA\]',
# lambda x: japanese_to_ipa3(x.group(1)).replace('Q', 'ʔ')+' ', text)
# text = re.sub(r'\[SH\](.*?)\[SH\]', lambda x: shanghainese_to_ipa(x.group(1)).replace('1', '˥˧').replace('5',
# '˧˧˦').replace('6', '˩˩˧').replace('7', '˥').replace('8', '˩˨').replace('ᴀ', 'ɐ').replace('ᴇ', 'e')+' ', text)
# text = re.sub(r'\[GD\](.*?)\[GD\]',
# lambda x: cantonese_to_ipa(x.group(1))+' ', text)
# text = re.sub(r'\[EN\](.*?)\[EN\]',
# lambda x: english_to_lazy_ipa2(x.group(1))+' ', text)
# text = re.sub(r'\[([A-Z]{2})\](.*?)\[\1\]', lambda x: ngu_dialect_to_ipa(x.group(2), x.group(
# 1)).replace('ʣ', 'dz').replace('ʥ', 'dʑ').replace('ʦ', 'ts').replace('ʨ', 'tɕ')+' ', text)
# text = re.sub(r'\s+$', '', text)
# text = re.sub(r'([^\.,!\?\-…~])$', r'\1.', text)
# return text
def english_cleaners(text):
'''Pipeline for English text, including abbreviation expansion.'''
text = convert_to_ascii(text)
text = lowercase(text)
text = expand_abbreviations(text)
phonemes = phonemize(text, language='en-us', backend='espeak', strip=True)
phonemes = collapse_whitespace(phonemes)
return phonemes
def english_cleaners2(text):
'''Pipeline for English text, including abbreviation expansion. + punctuation + stress'''
text = convert_to_ascii(text)
text = lowercase(text)
text = expand_abbreviations(text)
phonemes = phonemize(text, language='en-us', backend='espeak', strip=True, preserve_punctuation=True,
with_stress=True)
phonemes = collapse_whitespace(phonemes)
return phonemes
def chinese_cleaners1(text):
from pypinyin import Style, pinyin
phones = [phone[0] for phone in pinyin(text, style=Style.TONE3)]
return ' '.join(phones)
def chinese_cleaners2(text):
phones = [
p
for phone in pinyin(text, style=Style.TONE3)
for p in [
get_initials(phone[0], strict=True),
get_finals(phone[0][:-1], strict=True) + phone[0][-1]
if phone[0][-1].isdigit()
else get_finals(phone[0], strict=True)
if phone[0][-1].isalnum()
else phone[0],
]
# Remove the case of individual tones as a phoneme
if len(p) != 0 and not p.isdigit()
]
return phones
# return phonemes
|