# Copyright NeMo (https://github.com/NVIDIA/NeMo). All Rights Reserved. # # 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. 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()