import pynini from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, GraphFst, delete_space, ) from pynini.lib import pynutil class TimeFst(GraphFst): """ Finite state transducer for verbalizing time e.g. time { hours: "02:15" } -> "02:15" """ def __init__(self): super().__init__(name="time", kind="verbalize") hour = ( pynutil.delete("hours: ") + pynutil.delete('"') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) minutes = ( pynutil.delete("minutes: ") + pynutil.delete('"') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) graph_preserve_order = ( pynutil.delete('hours: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) # for cases that require permutations for the correct verbalization graph_reverse_order = hour + delete_space + pynutil.insert(":") + minutes + delete_space graph = graph_preserve_order | graph_reverse_order delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()