Vietnamese_VITS_TTS / en_to_ipa.py
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import warnings
from typing import List
import en_to_ipa.utils as utils
from en_to_ipa.arpa_ipa_mappings import arpa_to_ipa_dict
from en_to_ipa.build_phone_dict import add_word_to_oov_file, cmu_dict, cmu_dict_keys
from .config import PERMITTED_PUNCTUATION
__all__ = ["convert_label_to_phones", "arpa_to_ipa", "is_label_convertible"]
def convert_label_to_phones(
label: str,
ipa: bool = True,
as_list: bool = True,
raise_oov: bool = True,
warn_oov: bool = True,
):
"""Convert an entire label from graphemes to phonemes(IPA)
label: str - English grapheme label to be converted to IPA
ipa: bool - If True convert to IPA, else convert to ARPA
as_list: bool - If True return a list of characters else join them as a string
raise_oov: bool - If true raise an error if the word isn't found in CMUDict, if False ignore
warn_oov: bool - If true issue a warnings.Warning if the word isn't found in CMUDict
"""
phones = []
label = utils._clean_label(label, permitted_punctuation=PERMITTED_PUNCTUATION)
for word in label.split(" "):
phones.extend(_convert_word_to_phones(word, ipa, raise_oov, warn_oov))
phones.extend(" ")
phones = phones[:-1]
return phones if as_list else "".join(phones)
def is_label_convertible(label: str):
"""Check if a label is convertible to phones
Args:
label: str - A string containing English graphemes
"""
clean_label = utils._clean_label(label, permitted_punctuation=PERMITTED_PUNCTUATION)
words = [word.lower() for word in clean_label.split(" ")]
return all([word in cmu_dict_keys for word in words])
def _convert_word_to_phones(
word: str,
ipa: bool = True,
raise_oov: bool = True,
warn_oov: bool = True,
):
"""Internal method for converting a word from graphemes to IPA or ARPA
Args:
word: str - The English word to be converted
ipa: bool - If true convert to IPA, else convert to ARPA
raise_oov: bool - If true raise an error if the word isn't found in CMUDict, if False ignore
warn_oov: bool - If true issue a warnings.Warning if the word isn't found in CMUDict
"""
arpa_results = cmu_dict.get(word.lower(), "")
if not arpa_results:
add_word_to_oov_file(word)
if warn_oov:
warnings.warn(f"'{word}' not found in cmudict")
if raise_oov:
raise ValueError(f"{word} not found in vocabulary")
return ""
# TODO: Find a way to handle returning multiple values, keep in mind this
# is a helper to convert_label_to_phones and a label may have multiple
# words with multiple pronunciations
# OR... find a way to return the one preferred result (pos tagging?)
top_result = arpa_results[0]
arpa_list = utils._clean_arpa_list(top_result)
return arpa_to_ipa(arpa_list) if ipa else arpa_list
def arpa_to_ipa(arpa_list: List[str]):
"""Convert a single word from ARPA to International Phonetic Alphabet"""
return [arpa_to_ipa_dict[arpa] for arpa in arpa_list if arpa != ""]