Spaces:
Sleeping
Sleeping
File size: 5,144 Bytes
02259d3 |
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 |
import os
import pdb
import re
import cn2an
from pypinyin import lazy_pinyin, Style
import sys
sys.path.append("/data/docker/liujing04/gpt-vits/gpt-vits-master")
from text.symbols import punctuation
from text.tone_sandhi import ToneSandhi
current_file_path = os.path.dirname(__file__)
pinyin_to_symbol_map = {line.split("\t")[0]: line.strip().split("\t")[1] for line in
open(os.path.join(current_file_path, 'opencpop-strict.txt')).readlines()}
import jieba.posseg as psg
rep_map = {
'：': ',',
'；': ',',
'，': ',',
'。': '.',
'！': '!',
'？': '?',
'\n': '.',
"·": ",",
'、': ",",
'...': '…',
'$': '.',
'/': ',',
'—': "-"
}
tone_modifier = ToneSandhi()
def replace_punctuation(text):
text = text.replace("嗯", "恩").replace("呣","母")
pattern = re.compile('|'.join(re.escape(p) for p in rep_map.keys()))
replaced_text = pattern.sub(lambda x: rep_map[x.group()], text)
replaced_text = re.sub(r'[^\u4e00-\u9fa5'+"".join(punctuation)+r']+', '', replaced_text)
return replaced_text
def g2p(text):
pattern = r'(?<=[{0}])\s*'.format(''.join(punctuation))
sentences = [i for i in re.split(pattern, text) if i.strip()!='']
phones, word2ph = _g2p(sentences)
return phones, word2ph
def _get_initials_finals(word):
initials = []
finals = []
orig_initials = lazy_pinyin(
word, neutral_tone_with_five=True, style=Style.INITIALS)
orig_finals = lazy_pinyin(
word, neutral_tone_with_five=True, style=Style.FINALS_TONE3)
for c, v in zip(orig_initials, orig_finals):
initials.append(c)
finals.append(v)
return initials, finals
def _g2p(segments):
phones_list = []
word2ph = []
for seg in segments:
pinyins = []
# Replace all English words in the sentence
seg = re.sub('[a-zA-Z]+', '', seg)
seg_cut = psg.lcut(seg)
initials = []
finals = []
seg_cut = tone_modifier.pre_merge_for_modify(seg_cut)
for word, pos in seg_cut:
if pos == 'eng':
continue
sub_initials, sub_finals = _get_initials_finals(word)
sub_finals = tone_modifier.modified_tone(word, pos,
sub_finals)
initials.append(sub_initials)
finals.append(sub_finals)
# assert len(sub_initials) == len(sub_finals) == len(word)
initials = sum(initials, [])
finals = sum(finals, [])
#
for c, v in zip(initials, finals):
raw_pinyin = c+v
# NOTE: post process for pypinyin outputs
# we discriminate i, ii and iii
if c == v:
assert c in punctuation
phone = [c]
word2ph.append(1)
else:
v_without_tone = v[:-1]
tone = v[-1]
pinyin = c+v_without_tone
assert tone in '12345'
if c:
# 多音节
v_rep_map = {
"uei": 'ui',
'iou': 'iu',
'uen': 'un',
}
if v_without_tone in v_rep_map.keys():
pinyin = c+v_rep_map[v_without_tone]
else:
# 单音节
pinyin_rep_map = {
'ing': 'ying',
'i': 'yi',
'in': 'yin',
'u': 'wu',
}
if pinyin in pinyin_rep_map.keys():
pinyin = pinyin_rep_map[pinyin]
else:
single_rep_map = {
'v': 'yu',
'e': 'e',
'i': 'y',
'u': 'w',
}
if pinyin[0] in single_rep_map.keys():
pinyin = single_rep_map[pinyin[0]]+pinyin[1:]
assert pinyin in pinyin_to_symbol_map.keys(), (pinyin, seg, raw_pinyin)
new_c, new_v = pinyin_to_symbol_map[pinyin].split(' ')
new_v = new_v + tone
phone = [new_c, new_v]
word2ph.append(len(phone))
phones_list += phone
return phones_list, word2ph
def text_normalize(text):
numbers = re.findall(r'\d+(?:\.?\d+)?', text)
for number in numbers:
text = text.replace(number, cn2an.an2cn(number), 1)
text = replace_punctuation(text)
return text
if __name__ == '__main__':
text = "啊——但是《原神》是由,米哈\游自主，研发的一款全.新开放世界.冒险游戏"
text = "呣呣呣～就是…大人的鼹鼠党吧？"
text = "你好"
text = text_normalize(text)
print(g2p(text))
# # 示例用法
# text = "这是一个示例文本：,你好！这是一个测试..."
# print(g2p_paddle(text)) # 输出: 这是一个示例文本你好这是一个测试
|