# 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_space from pynini.lib import pynutil class CardinalFst(GraphFst): """ Finite state transducer for verbalizing cardinal, e.g. cardinal { negative: "true" integer: "23" } -> minus twenty three Args: deterministic: if True will provide a single transduction option, for False multiple options (used for audio-based normalization) """ def __init__(self, deterministic: bool = True): super().__init__(name="cardinal", kind="verbalize", deterministic=deterministic) self.optional_sign = pynini.cross("negative: \"true\"", "minus ") if not deterministic: self.optional_sign |= pynini.cross("negative: \"true\"", "negative ") self.optional_sign = pynini.closure(self.optional_sign + delete_space, 0, 1) integer = pynini.closure(DAMO_NOT_QUOTE) self.integer = delete_space + pynutil.delete("\"") + integer + pynutil.delete("\"") integer = pynutil.delete("integer:") + self.integer self.numbers = self.optional_sign + integer delete_tokens = self.delete_tokens(self.numbers) self.fst = delete_tokens.optimize()