""" from https://github.com/keithito/tacotron """ import re from python.common.text import cleaners from python.common.text.symbols import get_symbols # Regular expression matching text enclosed in curly braces: _curly_re = re.compile(r'(.*?)\{(.+?)\}(.*)') def text_to_sequence(text, symbol_alphabet, 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 len(text): m = _curly_re.match(text) if not m: sequence += _symbols_to_sequence(symbol_alphabet, _clean_text(text, cleaner_names)) break sequence += _symbols_to_sequence(symbol_alphabet, _clean_text(m.group(1), cleaner_names)) sequence += _arpabet_to_sequence(symbol_alphabet, m.group(2)) text = m.group(3) return sequence def sequence_to_text(symbol_alphabet, sequence): _id_to_symbol = {i: s for i, s in enumerate(get_symbols(symbol_alphabet))} '''Converts a sequence of IDs back to a string''' # result = '' 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 result.append(s) return "|".join(result) # 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(symbol_alphabet, symbols): _symbol_to_id = {s: i for i, s in enumerate(get_symbols(symbol_alphabet))} return [_symbol_to_id[s] for s in symbols if _should_keep_symbol(_symbol_to_id, s)] def _arpabet_to_sequence(symbol_alphabet, text): return _symbols_to_sequence(symbol_alphabet, ['@' + s for s in text.split()]) def _should_keep_symbol(_symbol_to_id, s): return s in _symbol_to_id and s is not '_' and s is not '~'