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- import pynini
- from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, GraphFst
- from pynini.lib import pynutil
- class CardinalFst(GraphFst):
- """
- Finite state transducer for verbalizing cardinals
- e.g. cardinal { integer: "тысяча один" } -> "тысяча один"
- 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="cardinal", kind="verbalize", deterministic=deterministic)
- optional_sign = pynini.closure(pynini.cross("negative: \"true\" ", "минус "), 0, 1)
- optional_quantity_part = pynini.closure(
- pynini.accep(" ")
- + pynutil.delete("quantity: \"")
- + pynini.closure(DAMO_NOT_QUOTE, 1)
- + pynutil.delete("\""),
- 0,
- 1,
- )
- integer = pynutil.delete("integer: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"")
- self.graph = optional_sign + integer + optional_quantity_part
- delete_tokens = self.delete_tokens(self.graph)
- self.fst = delete_tokens.optimize()
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