import pynini from fun_text_processing.inverse_text_normalization.tl.graph_utils import ( DAMO_NOT_QUOTE, DAMO_SIGMA, GraphFst, delete_space, ) from pynini.lib import pynutil class OrdinalFst(GraphFst): """ Finite state transducer for verbalizing ordinal, e.g. ordinal { integer: "13" } -> 13th """ def __init__(self): super().__init__(name="ordinal", kind="verbalize") graph = ( pynutil.delete("integer:") + delete_space + pynutil.delete('"') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) convert_eleven = pynini.cross("11", "11th") convert_twelve = pynini.cross("12", "12th") convert_thirteen = pynini.cross("13", "13th") convert_one = pynini.cross("1", "1st") convert_two = pynini.cross("2", "2nd") convert_three = pynini.cross("3", "3rd") convert_rest = pynutil.insert("th", weight=0.01) suffix = pynini.cdrewrite( convert_eleven | convert_twelve | convert_thirteen | convert_one | convert_two | convert_three | convert_rest, "", "[EOS]", DAMO_SIGMA, ) graph = graph @ suffix delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()