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: "zwei" } -> "zwei" 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" ', "minus "), 0, 1) self.optional_sign = optional_sign integer = pynini.closure(DAMO_NOT_QUOTE, 1) self.integer = pynutil.delete(' "') + integer + pynutil.delete('"') integer = pynutil.delete("integer:") + self.integer self.numbers = integer graph = optional_sign + self.numbers delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()