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