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import re |
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from unidecode import unidecode |
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import pyopenjtalk |
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_japanese_characters = re.compile( |
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r'[A-Za-z\d\u3005\u3040-\u30ff\u4e00-\u9fff\uff11-\uff19\uff21-\uff3a\uff41-\uff5a\uff66-\uff9d]') |
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_japanese_marks = re.compile( |
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r'[^A-Za-z\d\u3005\u3040-\u30ff\u4e00-\u9fff\uff11-\uff19\uff21-\uff3a\uff41-\uff5a\uff66-\uff9d]') |
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_symbols_to_japanese = [(re.compile('%s' % x[0]), x[1]) for x in [ |
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('%', 'パーセント') |
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]] |
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_romaji_to_ipa = [(re.compile('%s' % x[0]), x[1]) for x in [ |
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('ts', 'ʦ'), |
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('u', 'ɯ'), |
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('j', 'ʥ'), |
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('y', 'j'), |
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('ni', 'n^i'), |
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('nj', 'n^'), |
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('hi', 'çi'), |
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('hj', 'ç'), |
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('f', 'ɸ'), |
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('I', 'i*'), |
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('U', 'ɯ*'), |
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('r', 'ɾ') |
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]] |
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_romaji_to_ipa2 = [(re.compile('%s' % x[0]), x[1]) for x in [ |
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('u', 'ɯ'), |
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('ʧ', 'tʃ'), |
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('j', 'dʑ'), |
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('y', 'j'), |
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('ni', 'n^i'), |
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('nj', 'n^'), |
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('hi', 'çi'), |
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('hj', 'ç'), |
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('f', 'ɸ'), |
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('I', 'i*'), |
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('U', 'ɯ*'), |
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('r', 'ɾ') |
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]] |
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_real_sokuon = [(re.compile('%s' % x[0]), x[1]) for x in [ |
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(r'Q([↑↓]*[kg])', r'k#\1'), |
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(r'Q([↑↓]*[tdjʧ])', r't#\1'), |
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(r'Q([↑↓]*[sʃ])', r's\1'), |
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(r'Q([↑↓]*[pb])', r'p#\1') |
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]] |
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_real_hatsuon = [(re.compile('%s' % x[0]), x[1]) for x in [ |
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(r'N([↑↓]*[pbm])', r'm\1'), |
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(r'N([↑↓]*[ʧʥj])', r'n^\1'), |
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(r'N([↑↓]*[tdn])', r'n\1'), |
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(r'N([↑↓]*[kg])', r'ŋ\1') |
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]] |
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def symbols_to_japanese(text): |
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for regex, replacement in _symbols_to_japanese: |
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text = re.sub(regex, replacement, text) |
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return text |
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def japanese_to_romaji_with_accent(text): |
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'''Reference https://r9y9.github.io/ttslearn/latest/notebooks/ch10_Recipe-Tacotron.html''' |
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text = symbols_to_japanese(text) |
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sentences = re.split(_japanese_marks, text) |
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marks = re.findall(_japanese_marks, text) |
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text = '' |
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for i, sentence in enumerate(sentences): |
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if re.match(_japanese_characters, sentence): |
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if text != '': |
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text += ' ' |
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labels = pyopenjtalk.extract_fullcontext(sentence) |
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for n, label in enumerate(labels): |
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phoneme = re.search(r'\-([^\+]*)\+', label).group(1) |
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if phoneme not in ['sil', 'pau']: |
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text += phoneme.replace('ch', 'ʧ').replace('sh', |
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'ʃ').replace('cl', 'Q') |
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else: |
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continue |
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a1 = int(re.search(r"/A:(\-?[0-9]+)\+", label).group(1)) |
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a2 = int(re.search(r"\+(\d+)\+", label).group(1)) |
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a3 = int(re.search(r"\+(\d+)/", label).group(1)) |
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if re.search(r'\-([^\+]*)\+', labels[n + 1]).group(1) in ['sil', 'pau']: |
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a2_next = -1 |
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else: |
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a2_next = int( |
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re.search(r"\+(\d+)\+", labels[n + 1]).group(1)) |
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if a3 == 1 and a2_next == 1: |
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text += ' ' |
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elif a1 == 0 and a2_next == a2 + 1: |
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text += '↓' |
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elif a2 == 1 and a2_next == 2: |
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text += '↑' |
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if i < len(marks): |
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text += unidecode(marks[i]).replace(' ', '') |
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return text |
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def get_real_sokuon(text): |
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for regex, replacement in _real_sokuon: |
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text = re.sub(regex, replacement, text) |
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return text |
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def get_real_hatsuon(text): |
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for regex, replacement in _real_hatsuon: |
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text = re.sub(regex, replacement, text) |
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return text |
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def japanese_to_ipa(text): |
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text = japanese_to_romaji_with_accent(text).replace('...', '…') |
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text = re.sub( |
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r'([aiueo])\1+', lambda x: x.group(0)[0]+'ː'*(len(x.group(0))-1), text) |
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text = get_real_sokuon(text) |
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text = get_real_hatsuon(text) |
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for regex, replacement in _romaji_to_ipa: |
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text = re.sub(regex, replacement, text) |
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return text |
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def japanese_to_ipa2(text): |
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text = japanese_to_romaji_with_accent(text).replace('...', '…') |
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text = get_real_sokuon(text) |
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text = get_real_hatsuon(text) |
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for regex, replacement in _romaji_to_ipa2: |
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text = re.sub(regex, replacement, text) |
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return text |
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def japanese_to_ipa3(text): |
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text = japanese_to_ipa2(text).replace('n^', 'ȵ').replace( |
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'ʃ', 'ɕ').replace('*', '\u0325').replace('#', '\u031a') |
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text = re.sub( |
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r'([aiɯeo])\1+', lambda x: x.group(0)[0]+'ː'*(len(x.group(0))-1), text) |
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text = re.sub(r'((?:^|\s)(?:ts|tɕ|[kpt]))', r'\1ʰ', text) |
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return text |
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