""" from https://github.com/keithito/tacotron """ from matcha.text import cleaners from matcha.text.symbols import symbols # 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)} # pylint: disable=unnecessary-comprehension def text_to_sequence(text, cleaner_names): """Converts a string of text to a sequence of IDs corresponding to the symbols in the text. 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 = [] clean_text = _clean_text(text, cleaner_names) for symbol in clean_text: symbol_id = _symbol_to_id[symbol] sequence += [symbol_id] return sequence def cleaned_text_to_sequence(cleaned_text): """Converts a string of text to a sequence of IDs corresponding to the symbols in the text. Args: text: string to convert to a sequence Returns: List of integers corresponding to the symbols in the text """ sequence = [_symbol_to_id[symbol] for symbol in cleaned_text] return sequence def sequence_to_text(sequence): """Converts a sequence of IDs back to a string""" result = "" for symbol_id in sequence: s = _id_to_symbol[symbol_id] result += s return result 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