import pynini from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, GraphFst, delete_space, insert_space, ) from pynini.lib import pynutil class MeasureFst(GraphFst): """ Finite state transducer for verbalizing measure, e.g. measure { negative: "true" cardinal { integer: "twelve" } units: "kilograms" } -> minus twelve kilograms measure { decimal { integer_part: "twelve" fractional_part: "five" } units: "kilograms" } -> twelve point five kilograms tokens { measure { units: "covid" decimal { integer_part: "nineteen" fractional_part: "five" } } } -> covid nineteen point five Args: decimal: DecimalFst cardinal: CardinalFst fraction: FractionFst deterministic: if True will provide a single transduction option, for False multiple transduction are generated (used for audio-based normalization) """ def __init__( self, decimal: GraphFst, cardinal: GraphFst, fraction: GraphFst, deterministic: bool = True ): super().__init__(name="measure", kind="verbalize", deterministic=deterministic) optional_sign = cardinal.optional_sign unit = ( pynutil.delete('units: "') + pynini.difference(pynini.closure(DAMO_NOT_QUOTE, 1), pynini.union("address", "math")) + pynutil.delete('"') + delete_space ) if not deterministic: unit |= pynini.compose(unit, pynini.cross(pynini.union("inch", "inches"), '"')) graph_decimal = ( pynutil.delete("decimal {") + delete_space + optional_sign + delete_space + decimal.numbers + delete_space + pynutil.delete("}") ) graph_cardinal = ( pynutil.delete("cardinal {") + delete_space + optional_sign + delete_space + cardinal.numbers + delete_space + pynutil.delete("}") ) graph_fraction = ( pynutil.delete("fraction {") + delete_space + fraction.graph + delete_space + pynutil.delete("}") ) graph = ( (graph_cardinal | graph_decimal | graph_fraction) + delete_space + insert_space + unit ) # SH adds "preserve_order: true" by default preserve_order = ( pynutil.delete("preserve_order:") + delete_space + pynutil.delete("true") + delete_space ) graph |= ( unit + insert_space + (graph_cardinal | graph_decimal) + delete_space + pynini.closure(preserve_order) ) # for only unit graph |= ( pynutil.delete('cardinal { integer: "-"') + delete_space + pynutil.delete("}") + delete_space + unit + pynini.closure(preserve_order) ) address = ( pynutil.delete('units: "address" ') + delete_space + graph_cardinal + delete_space + pynini.closure(preserve_order) ) math = ( pynutil.delete('units: "math" ') + delete_space + graph_cardinal + delete_space + pynini.closure(preserve_order) ) graph |= address | math delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()