cleaner.py 1.4 KB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647
  1. from typing import Collection
  2. from jaconv import jaconv
  3. # import tacotron_cleaner.cleaners
  4. try:
  5. from vietnamese_cleaner import vietnamese_cleaners
  6. except ImportError:
  7. vietnamese_cleaners = None
  8. class TextCleaner:
  9. """Text cleaner.
  10. Examples:
  11. >>> cleaner = TextCleaner("tacotron")
  12. >>> cleaner("(Hello-World); & jr. & dr.")
  13. 'HELLO WORLD, AND JUNIOR AND DOCTOR'
  14. """
  15. def __init__(self, cleaner_types: Collection[str] = None):
  16. if cleaner_types is None:
  17. self.cleaner_types = []
  18. elif isinstance(cleaner_types, str):
  19. self.cleaner_types = [cleaner_types]
  20. else:
  21. self.cleaner_types = list(cleaner_types)
  22. def __call__(self, text: str) -> str:
  23. for t in self.cleaner_types:
  24. if t == "tacotron":
  25. # text = tacotron_cleaner.cleaners.custom_english_cleaners(text)
  26. pass
  27. elif t == "jaconv":
  28. text = jaconv.normalize(text)
  29. elif t == "vietnamese":
  30. if vietnamese_cleaners is None:
  31. raise RuntimeError("Please install underthesea")
  32. text = vietnamese_cleaners.vietnamese_cleaner(text)
  33. elif t == "korean_cleaner":
  34. text = KoreanCleaner.normalize_text(text)
  35. else:
  36. raise RuntimeError(f"Not supported: type={t}")
  37. return text