# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. # Copyright 2015 and onwards Google, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from text_processing.vi.graph_utils import ( NEMO_CHAR, NEMO_NOT_QUOTE, GraphFst, delete_space, ) try: import pynini from pynini.lib import pynutil PYNINI_AVAILABLE = True except (ModuleNotFoundError, ImportError): PYNINI_AVAILABLE = False class MeasureFst(GraphFst): """ Finite state transducer for verbalizing measure, e.g. measure { negative: "true" cardinal { integer: "12" } units: "kg" } -> -12 kg Args: decimal: DecimalFst cardinal: CardinalFst """ def __init__(self, decimal: GraphFst, cardinal: GraphFst): super().__init__(name="measure", kind="verbalize") optional_sign = pynini.closure(pynini.cross('negative: "true"', "-"), 0, 1) unit = ( pynutil.delete("units:") + delete_space + pynutil.delete('"') + pynini.closure(NEMO_CHAR - " ", 1) + pynutil.delete('"') + delete_space ) 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("}") ) fractional = ( pynutil.insert(".") + pynutil.delete("fractional_part:") + delete_space + pynutil.delete('"') + pynini.closure(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') ) optional_fractional = pynini.closure(fractional + delete_space, 0, 1) graph = ( (graph_cardinal | graph_decimal) + delete_space + optional_fractional + pynutil.insert(" ") + unit + delete_space ) delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()