whisper_pipeline_cu118/text_processing/vi/verbalizers/whitelist.py

# 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_SIGMA,
    GraphFst,
    delete_space,
)

try:
    import pynini
    from pynini.lib import pynutil

    PYNINI_AVAILABLE = True
except (ModuleNotFoundError, ImportError):
    PYNINI_AVAILABLE = False


class WhiteListFst(GraphFst):
    """
    Finite state transducer for verbalizing whitelist
        e.g. tokens { name: "mrs." } -> mrs.
    """

    def __init__(self):
        super().__init__(name="whitelist", kind="verbalize")
        graph = (
            pynutil.delete("name:")
            + delete_space
            + pynutil.delete('"')
            + pynini.closure(NEMO_CHAR - " ", 1)
            + pynutil.delete('"')
        )
        graph = graph @ pynini.cdrewrite(pynini.cross(u"\u00A0", " "), "", "", NEMO_SIGMA)
        self.fst = graph.optimize()