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: "тысяча один" } -> "тысяча один" 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" ', "минус "), 0, 1) optional_quantity_part = pynini.closure( pynini.accep(" ") + pynutil.delete('quantity: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"'), 0, 1, ) integer = ( pynutil.delete('integer: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) self.graph = optional_sign + integer + optional_quantity_part delete_tokens = self.delete_tokens(self.graph) self.fst = delete_tokens.optimize()