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import pynini
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from fun_text_processing.inverse_text_normalization.vi.graph_utils import GraphFst, delete_extra_space, delete_space
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from fun_text_processing.inverse_text_normalization.vi.verbalizers.verbalize import VerbalizeFst
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from fun_text_processing.inverse_text_normalization.vi.verbalizers.word import WordFst
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from pynini.lib import pynutil
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class VerbalizeFinalFst(GraphFst):
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"""
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Finite state transducer that verbalizes an entire sentence, e.g.
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tokens { name: "its" } tokens { time { hours: "12" minutes: "30" } } tokens { name: "now" } -> its 12:30 now
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"""
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def __init__(self):
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super().__init__(name="verbalize_final", kind="verbalize")
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verbalize = VerbalizeFst().fst
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word = WordFst().fst
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types = verbalize | word
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graph = (
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pynutil.delete("tokens")
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+ delete_space
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+ pynutil.delete("{")
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+ delete_space
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+ types
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+ delete_space
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+ pynutil.delete("}")
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)
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graph = delete_space + pynini.closure(graph + delete_extra_space) + graph + delete_space
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self.fst = graph
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