# Copyright NeMo (https://github.com/NVIDIA/NeMo). All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import pynini
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from fun_text_processing.text_normalization.en.graph_utils import DAMO_DIGIT, GraphFst, delete_space, insert_space
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from fun_text_processing.text_normalization.ru.alphabet import RU_ALPHA_OR_SPACE
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from pynini.lib import pynutil
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class TelephoneFst(GraphFst):
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"""
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Finite state transducer for classifying telephone, which includes country code, number part and extension
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E.g
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"8-913-983-56-01" -> telephone { number_part: "восемь девятьсот тринадцать девятьсот восемьдесят три пятьдесят шесть ноль один" }
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Args:
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number_names: number_names for cardinal and ordinal numbers
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deterministic: if True will provide a single transduction option,
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for False multiple transduction are generated (used for audio-based normalization)
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"""
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def __init__(self, number_names: dict, deterministic: bool = True):
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super().__init__(name="telephone", kind="classify", deterministic=deterministic)
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separator = pynini.cross("-", " ") # between components
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number = number_names["cardinal_names_nominative"]
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country_code = (
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pynutil.insert("country_code: \"")
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+ pynini.closure(pynutil.add_weight(pynutil.delete("+"), 0.1), 0, 1)
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+ number
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+ separator
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+ pynutil.insert("\"")
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)
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optional_country_code = pynini.closure(country_code + insert_space, 0, 1)
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number_part = (
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DAMO_DIGIT ** 3 @ number
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+ separator
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+ DAMO_DIGIT ** 3 @ number
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+ separator
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+ DAMO_DIGIT ** 2 @ number
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+ separator
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+ DAMO_DIGIT ** 2 @ (pynini.closure(pynini.cross("0", "ноль ")) + number)
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)
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number_part = pynutil.insert("number_part: \"") + number_part + pynutil.insert("\"")
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tagger_graph = (optional_country_code + number_part).optimize()
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# verbalizer
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verbalizer_graph = pynini.closure(
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pynutil.delete("country_code: \"")
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+ pynini.closure(RU_ALPHA_OR_SPACE, 1)
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+ pynutil.delete("\"")
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+ delete_space,
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0,
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1,
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)
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verbalizer_graph += (
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pynutil.delete("number_part: \"") + pynini.closure(RU_ALPHA_OR_SPACE, 1) + pynutil.delete("\"")
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)
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verbalizer_graph = verbalizer_graph.optimize()
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self.final_graph = (tagger_graph @ verbalizer_graph).optimize()
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self.fst = self.add_tokens(
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pynutil.insert("number_part: \"") + self.final_graph + pynutil.insert("\"")
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).optimize()
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