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- import pynini
- from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, GraphFst, delete_space, insert_space
- from pynini.lib import pynutil
- class TimeFst(GraphFst):
- """
- Finite state transducer for verbalizing electronic
- e.g. time { hours: "два часа пятнадцать минут" } -> "два часа пятнадцать минут"
- Args:
- deterministic: if True will provide a single transduction option,
- for False multiple transduction are generated (used for audio-based normalization)
- """
- def __init__(self, deterministic: bool = True):
- super().__init__(name="time", kind="verbalize", deterministic=deterministic)
- hour = (
- pynutil.delete("hours:")
- + delete_space
- + pynutil.delete("\"")
- + pynini.closure(DAMO_NOT_QUOTE, 1)
- + pynutil.delete("\"")
- )
- minutes = (
- pynutil.delete("minutes:")
- + delete_space
- + pynutil.delete("\"")
- + pynini.closure(DAMO_NOT_QUOTE, 1)
- + pynutil.delete("\"")
- )
- self.graph = (
- hour + delete_space + insert_space + minutes + delete_space + pynutil.delete("preserve_order: true")
- )
- self.graph |= hour + delete_space
- self.graph |= minutes + delete_space + insert_space + hour + delete_space
- delete_tokens = self.delete_tokens(self.graph)
- self.fst = delete_tokens.optimize()
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