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 cardinal e.g. cardinal { integer: "23" negative: "-" } -> -23 Args: tn_cardinal_verbalizer: TN cardinal verbalizer """ def __init__(self, tn_cardinal_verbalizer: GraphFst, deterministic: bool = True): super().__init__(name="cardinal", kind="verbalize", deterministic=deterministic) self.numbers = tn_cardinal_verbalizer.numbers optional_sign = pynini.closure( pynutil.delete('negative: "') + DAMO_NOT_QUOTE + pynutil.delete('" '), 0, 1 ) graph = optional_sign + self.numbers delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()