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