import pynini from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, GraphFst, delete_preserve_order from pynini.lib import pynutil class DecimalFst(GraphFst): """ Finite state transducer for verbalizing decimal, e.g. decimal { negative: "true" integer_part: "12" fractional_part: "5006" quantity: "billion" } -> -12.5006 billion Args: tn_decimal_verbalizer: TN decimal verbalizer """ def __init__(self, tn_decimal_verbalizer: GraphFst, deterministic: bool = True): super().__init__(name="decimal", kind="verbalize", deterministic=deterministic) delete_space = pynutil.delete(" ") optional_sign = pynini.closure( pynutil.delete("negative: \"") + DAMO_NOT_QUOTE + pynutil.delete("\"") + delete_space, 0, 1 ) optional_integer = pynini.closure(tn_decimal_verbalizer.integer, 0, 1) optional_fractional = pynini.closure( delete_space + pynutil.insert(",") + tn_decimal_verbalizer.fractional_default, 0, 1 ) graph = (optional_integer + optional_fractional + tn_decimal_verbalizer.optional_quantity).optimize() self.numbers = optional_sign + graph graph = self.numbers + delete_preserve_order delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()