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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], re.IGNORECASE), x[1]) for x in [ |
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('ts', 'ʦ'), |
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('u', 'ɯ'), |
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('...', '…'), |
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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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_real_sokuon = { |
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'k': 'k#', |
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'g': 'k#', |
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't': 't#', |
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'd': 't#', |
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'ʦ': 't#', |
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'ʧ': 't#', |
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'ʥ': 't#', |
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'j': 't#', |
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's': 's', |
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'ʃ': 's', |
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'p': 'p#', |
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'b': 'p#' |
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} |
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_real_hatsuon = { |
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'p': 'm', |
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'b': 'm', |
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'm': 'm', |
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't': 'n', |
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'd': 'n', |
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'n': 'n', |
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'ʧ': 'n^', |
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'ʥ': 'n^', |
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'k': 'ŋ', |
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'g': 'ŋ' |
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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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text=re.sub('Q[↑↓]*(.)',lambda x:_real_sokuon[x.group(1)]+x.group(0)[1:] if x.group(1) in _real_sokuon.keys() else x.group(0),text) |
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return text |
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def get_real_hatsuon(text): |
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text=re.sub('N[↑↓]*(.)',lambda x:_real_hatsuon[x.group(1)]+x.group(0)[1:] if x.group(1) in _real_hatsuon.keys() else x.group(0),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) |
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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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text = re.sub( |
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r'([A-Za-zɯ])\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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return text |
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