# -*- coding: utf-8 -*- import re import phonemizer from phonemizer.phonemize import phonemize from TTS.utils.text import cleaners from TTS.utils.text.symbols import symbols, phonemes, _phoneme_punctuations, _bos, \ _eos # Mappings from symbol to numeric ID and vice versa: _SYMBOL_TO_ID = {s: i for i, s in enumerate(symbols)} _ID_TO_SYMBOL = {i: s for i, s in enumerate(symbols)} _PHONEMES_TO_ID = {s: i for i, s in enumerate(phonemes)} _ID_TO_PHONEMES = {i: s for i, s in enumerate(phonemes)} # Regular expression matching text enclosed in curly braces: _CURLY_RE = re.compile(r'(.*?)\{(.+?)\}(.*)') # Regular expression matching punctuations, ignoring empty space PHONEME_PUNCTUATION_PATTERN = r'['+_phoneme_punctuations+']+' def text2phone(text, language): ''' Convert graphemes to phonemes. ''' seperator = phonemizer.separator.Separator(' |', '', '|') #try: punctuations = re.findall(PHONEME_PUNCTUATION_PATTERN, text) if float(phonemizer.__version__) < 2.1: ph = phonemize(text, separator=seperator, strip=False, njobs=1, backend='espeak', language=language) ph = ph[:-1].strip() # skip the last empty character # phonemizer does not tackle punctuations. Here we do. # Replace \n with matching punctuations. if punctuations: # if text ends with a punctuation. if text[-1] == punctuations[-1]: for punct in punctuations[:-1]: ph = ph.replace('| |\n', '|'+punct+'| |', 1) try: ph = ph + punctuations[-1] except: print(text) else: for punct in punctuations: ph = ph.replace('| |\n', '|'+punct+'| |', 1) elif float(phonemizer.__version__) == 2.1: ph = phonemize(text, separator=seperator, strip=False, njobs=1, backend='espeak', language=language, preserve_punctuation=True) # this is a simple fix for phonemizer. # https://github.com/bootphon/phonemizer/issues/32 if punctuations: for punctuation in punctuations: ph = ph.replace(f"| |{punctuation} ", f"|{punctuation}| |").replace(f"| |{punctuation}", f"|{punctuation}| |") ph = ph[:-3] else: raise RuntimeError(" [!] Use 'phonemizer' version 2.1 or older.") return ph def pad_with_eos_bos(phoneme_sequence): return [_PHONEMES_TO_ID[_bos]] + list(phoneme_sequence) + [_PHONEMES_TO_ID[_eos]] def phoneme_to_sequence(text, cleaner_names, language, enable_eos_bos=False): sequence = [] text = text.replace(":", "") clean_text = _clean_text(text, cleaner_names) to_phonemes = text2phone(clean_text, language) if to_phonemes is None: print("!! After phoneme conversion the result is None. -- {} ".format(clean_text)) # iterate by skipping empty strings - NOTE: might be useful to keep it to have a better intonation. for phoneme in filter(None, to_phonemes.split('|')): sequence += _phoneme_to_sequence(phoneme) # Append EOS char if enable_eos_bos: sequence = pad_with_eos_bos(sequence) return sequence def sequence_to_phoneme(sequence): '''Converts a sequence of IDs back to a string''' result = '' for symbol_id in sequence: if symbol_id in _ID_TO_PHONEMES: s = _ID_TO_PHONEMES[symbol_id] result += s return result.replace('}{', ' ') def text_to_sequence(text, cleaner_names): '''Converts a string of text to a sequence of IDs corresponding to the symbols in the text. The text can optionally have ARPAbet sequences enclosed in curly braces embedded in it. For example, "Turn left on {HH AW1 S S T AH0 N} Street." Args: text: string to convert to a sequence cleaner_names: names of the cleaner functions to run the text through Returns: List of integers corresponding to the symbols in the text ''' sequence = [] # Check for curly braces and treat their contents as ARPAbet: while text: m = _CURLY_RE.match(text) if not m: sequence += _symbols_to_sequence(_clean_text(text, cleaner_names)) break sequence += _symbols_to_sequence( _clean_text(m.group(1), cleaner_names)) sequence += _arpabet_to_sequence(m.group(2)) text = m.group(3) return sequence def sequence_to_text(sequence): '''Converts a sequence of IDs back to a string''' result = '' for symbol_id in sequence: if symbol_id in _ID_TO_SYMBOL: s = _ID_TO_SYMBOL[symbol_id] # Enclose ARPAbet back in curly braces: if len(s) > 1 and s[0] == '@': s = '{%s}' % s[1:] result += s return result.replace('}{', ' ') def _clean_text(text, cleaner_names): for name in cleaner_names: cleaner = getattr(cleaners, name) if not cleaner: raise Exception('Unknown cleaner: %s' % name) text = cleaner(text) return text def _symbols_to_sequence(syms): return [_SYMBOL_TO_ID[s] for s in syms if _should_keep_symbol(s)] def _phoneme_to_sequence(phons): return [_PHONEMES_TO_ID[s] for s in list(phons) if _should_keep_phoneme(s)] def _arpabet_to_sequence(text): return _symbols_to_sequence(['@' + s for s in text.split()]) def _should_keep_symbol(s): return s in _SYMBOL_TO_ID and s not in ['~', '^', '_'] def _should_keep_phoneme(p): return p in _PHONEMES_TO_ID and p not in ['~', '^', '_']