| import unittest
|
| from dataclasses import dataclass
|
|
|
| from coqpit import Coqpit
|
|
|
| from TTS.tts.utils.text.characters import Graphemes, IPAPhonemes, _blank, _bos, _eos, _pad, _phonemes, _punctuations
|
| from TTS.tts.utils.text.phonemizers import ESpeak
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| from TTS.tts.utils.text.tokenizer import TTSTokenizer
|
|
|
|
|
| class TestTTSTokenizer(unittest.TestCase):
|
| def setUp(self):
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| self.tokenizer = TTSTokenizer(use_phonemes=False, characters=Graphemes())
|
|
|
| self.ph = ESpeak("tr", backend="espeak")
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| self.tokenizer_ph = TTSTokenizer(use_phonemes=True, characters=IPAPhonemes(), phonemizer=self.ph)
|
|
|
| def test_encode_decode_graphemes(self):
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| text = "This is, a test."
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| ids = self.tokenizer.encode(text)
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| test_hat = self.tokenizer.decode(ids)
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| self.assertEqual(text, test_hat)
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| self.assertEqual(len(ids), len(text))
|
|
|
| def test_text_to_ids_phonemes(self):
|
|
|
| text = "Bu bir Örnek."
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| text_ph = self.ph.phonemize(text, separator="")
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| ids = self.tokenizer_ph.text_to_ids(text)
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| test_hat = self.tokenizer_ph.ids_to_text(ids)
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| self.assertEqual(text_ph, test_hat)
|
|
|
| def test_text_to_ids_phonemes_with_eos_bos(self):
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| text = "Bu bir Örnek."
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| self.tokenizer_ph.use_eos_bos = True
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| text_ph = IPAPhonemes().bos + self.ph.phonemize(text, separator="") + IPAPhonemes().eos
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| ids = self.tokenizer_ph.text_to_ids(text)
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| test_hat = self.tokenizer_ph.ids_to_text(ids)
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| self.assertEqual(text_ph, test_hat)
|
|
|
| def test_text_to_ids_phonemes_with_eos_bos_and_blank(self):
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| text = "Bu bir Örnek."
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| self.tokenizer_ph.use_eos_bos = True
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| self.tokenizer_ph.add_blank = True
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| text_ph = "<BOS><BLNK>b<BLNK>ʊ<BLNK> <BLNK>b<BLNK>ɪ<BLNK>r<BLNK> <BLNK>œ<BLNK>r<BLNK>n<BLNK>ˈ<BLNK>ɛ<BLNK>c<BLNK>.<BLNK><EOS>"
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| ids = self.tokenizer_ph.text_to_ids(text)
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| text_hat = self.tokenizer_ph.ids_to_text(ids)
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| self.assertEqual(text_ph, text_hat)
|
|
|
| def test_print_logs(self):
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| self.tokenizer.print_logs()
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| self.tokenizer_ph.print_logs()
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|
|
| def test_not_found_characters(self):
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| self.ph = ESpeak("en-us")
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| tokenizer_local = TTSTokenizer(use_phonemes=True, characters=IPAPhonemes(), phonemizer=self.ph)
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| self.assertEqual(len(self.tokenizer.not_found_characters), 0)
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| text = "Yolk of one egg beaten light"
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| ids = tokenizer_local.text_to_ids(text)
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| text_hat = tokenizer_local.ids_to_text(ids)
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| self.assertEqual(tokenizer_local.not_found_characters, ["̩"])
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| self.assertEqual(text_hat, "jˈoʊk ʌv wˈʌn ˈɛɡ bˈiːʔn lˈaɪt")
|
|
|
| def test_init_from_config(self):
|
| @dataclass
|
| class Characters(Coqpit):
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| characters_class: str = None
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| characters: str = _phonemes
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| punctuations: str = _punctuations
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| pad: str = _pad
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| eos: str = _eos
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| bos: str = _bos
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| blank: str = _blank
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| is_unique: bool = True
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| is_sorted: bool = True
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|
|
| @dataclass
|
| class TokenizerConfig(Coqpit):
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| enable_eos_bos_chars: bool = True
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| use_phonemes: bool = True
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| add_blank: bool = False
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| characters: str = Characters()
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| phonemizer: str = "espeak"
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| phoneme_language: str = "tr"
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| text_cleaner: str = "phoneme_cleaners"
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| characters = Characters()
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|
|
| tokenizer_ph, _ = TTSTokenizer.init_from_config(TokenizerConfig())
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| tokenizer_ph.phonemizer.backend = "espeak"
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| text = "Bu bir Örnek."
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| text_ph = "<BOS>" + self.ph.phonemize(text, separator="") + "<EOS>"
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| ids = tokenizer_ph.text_to_ids(text)
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| test_hat = tokenizer_ph.ids_to_text(ids)
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| self.assertEqual(text_ph, test_hat)
|
|
|
