""" from https://github.com/keithito/tacotron """ import re from typing import Dict import inflect _inflect = inflect.engine() _comma_number_re = re.compile(r"([0-9][0-9\,]+[0-9])") _decimal_number_re = re.compile(r"([0-9]+\.[0-9]+)") _currency_re = re.compile(r"(£|\$|¥)([0-9\,\.]*[0-9]+)") _ordinal_re = re.compile(r"[0-9]+(st|nd|rd|th)") _number_re = re.compile(r"-?[0-9]+") def _remove_commas(m): return m.group(1).replace(",", "") def _expand_decimal_point(m): return m.group(1).replace(".", " point ") def __expand_currency(value: str, inflection: Dict[float, str]) -> str: parts = value.replace(",", "").split(".") if len(parts) > 2: return f"{value} {inflection[2]}" # Unexpected format text = [] integer = int(parts[0]) if parts[0] else 0 if integer > 0: integer_unit = inflection.get(integer, inflection[2]) text.append(f"{integer} {integer_unit}") fraction = int(parts[1]) if len(parts) > 1 and parts[1] else 0 if fraction > 0: fraction_unit = inflection.get(fraction / 100, inflection[0.02]) text.append(f"{fraction} {fraction_unit}") if len(text) == 0: return f"zero {inflection[2]}" return " ".join(text) def _expand_currency(m: "re.Match") -> str: currencies = { "$": { 0.01: "cent", 0.02: "cents", 1: "dollar", 2: "dollars", }, "€": { 0.01: "cent", 0.02: "cents", 1: "euro", 2: "euros", }, "£": { 0.01: "penny", 0.02: "pence", 1: "pound sterling", 2: "pounds sterling", }, "¥": { # TODO rin 0.02: "sen", 2: "yen", }, } unit = m.group(1) currency = currencies[unit] value = m.group(2) return __expand_currency(value, currency) def _expand_ordinal(m): return _inflect.number_to_words(m.group(0)) def _expand_number(m): num = int(m.group(0)) if 1000 < num < 3000: if num == 2000: return "two thousand" if 2000 < num < 2010: return "two thousand " + _inflect.number_to_words(num % 100) if num % 100 == 0: return _inflect.number_to_words(num // 100) + " hundred" return _inflect.number_to_words(num, andword="", zero="oh", group=2).replace(", ", " ") return _inflect.number_to_words(num, andword="") def normalize_numbers(text): text = re.sub(_comma_number_re, _remove_commas, text) text = re.sub(_currency_re, _expand_currency, text) text = re.sub(_decimal_number_re, _expand_decimal_point, text) text = re.sub(_ordinal_re, _expand_ordinal, text) text = re.sub(_number_re, _expand_number, text) return text