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Add break into codepoints for epitran

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This commit is contained in:
Michael Hansen 2022-05-09 17:14:11 -04:00
commit 229f8728aa
4 changed files with 252 additions and 57 deletions
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1
mimic3_tts/config.py
View file

@ -173,6 +173,7 @@ class PhonemesConfig(DataClassJsonMixin):
minor_break: typing.Optional[str] = IPA.BREAK_MINOR.value
major_break: typing.Optional[str] = IPA.BREAK_MAJOR.value
break_phonemes_into_graphemes: bool = False
break_phonemes_into_codepoints: bool = False
drop_stress: bool = False
symbols: typing.Optional[typing.List[str]] = None

6
mimic3_tts/utils.py
View file

@ -17,6 +17,7 @@
import hashlib
import re
import typing
import unicodedata
import numpy as np
@ -61,3 +62,8 @@ def file_sha256_sum(fp: typing.BinaryIO, block_bytes: int = 4096) -> str:
block = fp.read(block_bytes)
return current_hash.hexdigest()
def to_codepoints(s: str) -> typing.List[str]:
"""Split string into a list of codepoints"""
return list(unicodedata.normalize("NFC", s))

23
mimic3_tts/voice.py
View file

@ -34,7 +34,7 @@ from gruut_ipa import IPA
from .config import Phonemizer, TrainingConfig
from .const import DEFAULT_RATE
from .utils import audio_float_to_int16
from .utils import audio_float_to_int16, to_codepoints
# -----------------------------------------------------------------------------
@ -180,12 +180,7 @@ class Mimic3Voice(metaclass=ABCMeta):
text_array = np.expand_dims(np.array(phoneme_ids, dtype=np.int64), 0)
text_lengths_array = np.array([text_array.shape[1]], dtype=np.int64)
scales_array = np.array(
[
noise_scale,
length_scale,
noise_w,
],
dtype=np.float32,
[noise_scale, length_scale, noise_w,], dtype=np.float32,
)
inputs = {
@ -524,7 +519,7 @@ class EspeakVoice(Mimic3Voice):
sent_phonemes = []
if sent_phonemes:
yield sent_phonemes, BreakType.MAJOR
yield sent_phonemes, BreakType.NONE
else:
# No split
yield all_word_phonemes, BreakType.UTTERANCE
@ -735,9 +730,15 @@ class EpitranVoice(Mimic3Voice):
self._epis[text_language] = epi
phoneme_str = epi.transliterate(text)
all_word_phonemes = [
list(IPA.graphemes(wp_str)) for wp_str in phoneme_str.split()
]
if self.config.phonemes.break_phonemes_into_codepoints:
all_word_phonemes = [
list(to_codepoints(wp_str)) for wp_str in phoneme_str.split()
]
else:
all_word_phonemes = [
list(IPA.graphemes(wp_str)) for wp_str in phoneme_str.split()
]
minor_break = self.config.phonemes.minor_break
major_break = self.config.phonemes.major_break

279
mimic3_tts/voices.json
View file

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