# ***************************************************************************** # Copyright (c) 2017 Keith Ito # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. # # ***************************************************************************** """ Modified from https://github.com/keithito/tacotron """ from typing import List import re from unidecode import unidecode from .numbers import normalize_numbers # Regular expression matching whitespace: _whitespace_re = re.compile(r'\s+') # List of (regular expression, replacement) pairs for abbreviations: _abbreviations = [(re.compile('\\b%s\\.' % x[0], re.IGNORECASE), x[1]) for x in [ ('mrs', 'misess'), ('mr', 'mister'), ('dr', 'doctor'), ('st', 'saint'), ('co', 'company'), ('jr', 'junior'), ('maj', 'major'), ('gen', 'general'), ('drs', 'doctors'), ('rev', 'reverend'), ('lt', 'lieutenant'), ('hon', 'honorable'), ('sgt', 'sergeant'), ('capt', 'captain'), ('esq', 'esquire'), ('ltd', 'limited'), ('col', 'colonel'), ('ft', 'fort'), ]] _pad = '_' _punctuation = '!\'(),.:;? ' _special = '-' _letters = 'abcdefghijklmnopqrstuvwxyz' symbols = [_pad] + list(_special) + list(_punctuation) + list(_letters) _symbol_to_id = {s: i for i, s in enumerate(symbols)} def text_to_sequence(sent: str) -> List[int]: r'''Converts a string of text to a sequence of IDs corresponding to the symbols in the text. Args: sent (str): The input sentence to convert to a sequence. Returns: List of integers corresponding to the symbols in the sentence. ''' sent = unidecode(sent) # convert to ascii sent = sent.lower() # lower case sent = normalize_numbers(sent) # expand numbers for regex, replacement in _abbreviations: # expand abbreviations sent = re.sub(regex, replacement, sent) sent = re.sub(_whitespace_re, ' ', sent) # collapse whitespace return [_symbol_to_id[s] for s in sent if s in _symbol_to_id]