36 lines
1.2 KiB
Python
36 lines
1.2 KiB
Python
import pynini
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from fun_text_processing.text_normalization.en.graph_utils import (
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DAMO_NOT_QUOTE,
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GraphFst,
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delete_space,
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)
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from pynini.lib import pynutil
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class CardinalFst(GraphFst):
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"""
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Finite state transducer for verbalizing cardinal, e.g.
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cardinal { negative: "true" integer: "23" } -> minus twenty three
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Args:
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deterministic: if True will provide a single transduction option,
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for False multiple options (used for audio-based normalization)
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"""
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def __init__(self, deterministic: bool = True):
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super().__init__(name="cardinal", kind="verbalize", deterministic=deterministic)
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self.optional_sign = pynini.cross('negative: "true"', "minus ")
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if not deterministic:
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self.optional_sign |= pynini.cross('negative: "true"', "negative ")
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self.optional_sign = pynini.closure(self.optional_sign + delete_space, 0, 1)
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integer = pynini.closure(DAMO_NOT_QUOTE)
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self.integer = delete_space + pynutil.delete('"') + integer + pynutil.delete('"')
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integer = pynutil.delete("integer:") + self.integer
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self.numbers = self.optional_sign + integer
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delete_tokens = self.delete_tokens(self.numbers)
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self.fst = delete_tokens.optimize()
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