""" from https://github.com/keithito/tacotron """ from vits.text import cleaners def text_to_sequence(text, symbols, cleaner_names, bert_embedding=False): '''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 ''' _symbol_to_id = {s: i for i, s in enumerate(symbols)} if bert_embedding: cleaned_text, char_embeds = _clean_text(text, cleaner_names) sequence = [_symbol_to_id[symbol] for symbol in cleaned_text.split()] return sequence, char_embeds else: cleaned_text = _clean_text(text, cleaner_names) sequence = [_symbol_to_id[symbol] for symbol in cleaned_text if symbol in _symbol_to_id.keys()] return sequence 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