time.py 1.5 KB

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  1. import pynini
  2. from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, GraphFst, delete_space, insert_space
  3. from pynini.lib import pynutil
  4. class TimeFst(GraphFst):
  5. """
  6. Finite state transducer for verbalizing electronic
  7. e.g. time { hours: "два часа пятнадцать минут" } -> "два часа пятнадцать минут"
  8. Args:
  9. deterministic: if True will provide a single transduction option,
  10. for False multiple transduction are generated (used for audio-based normalization)
  11. """
  12. def __init__(self, deterministic: bool = True):
  13. super().__init__(name="time", kind="verbalize", deterministic=deterministic)
  14. hour = (
  15. pynutil.delete("hours:")
  16. + delete_space
  17. + pynutil.delete("\"")
  18. + pynini.closure(DAMO_NOT_QUOTE, 1)
  19. + pynutil.delete("\"")
  20. )
  21. minutes = (
  22. pynutil.delete("minutes:")
  23. + delete_space
  24. + pynutil.delete("\"")
  25. + pynini.closure(DAMO_NOT_QUOTE, 1)
  26. + pynutil.delete("\"")
  27. )
  28. self.graph = (
  29. hour + delete_space + insert_space + minutes + delete_space + pynutil.delete("preserve_order: true")
  30. )
  31. self.graph |= hour + delete_space
  32. self.graph |= minutes + delete_space + insert_space + hour + delete_space
  33. delete_tokens = self.delete_tokens(self.graph)
  34. self.fst = delete_tokens.optimize()