嘉渊
2023-04-24 6427c834dfd97b1f05c6659cdc7ccf010bf82fe1
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import pynini
from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, DAMO_SPACE, GraphFst, delete_space
from pynini.lib import pynutil
 
 
class DecimalFst(GraphFst):
    """
    Finite state transducer for verbalizing decimal, e.g.
        decimal { negative: "true" integer_part: "3," fractional_part: "2" } -> -3,2
 
    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="decimal", kind="verbalize", deterministic=deterministic)
 
        optional_sign = pynini.closure(pynini.cross("negative: \"true\" ", "-"), 0, 1)
 
        integer = pynutil.delete(" \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"")
        integer_part = pynutil.delete("integer_part:") + integer
        fractional_part = pynutil.delete("fractional_part:") + integer
        optional_quantity = pynini.closure(pynini.accep(DAMO_SPACE) + pynutil.delete("quantity:") + integer, 0, 1)
 
        graph = optional_sign + integer_part + delete_space + fractional_part + optional_quantity
        delete_tokens = self.delete_tokens(graph)
        self.fst = delete_tokens.optimize()