# 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, DAMO_SIGMA, GraphFst, delete_preserve_order, insert_space, ) from fun_text_processing.text_normalization.es.utils import get_abs_path from pynini.lib import pynutil digit_no_zero = pynini.invert(pynini.string_file(get_abs_path("data/numbers/digit.tsv"))) zero = pynini.invert(pynini.string_file(get_abs_path("data/numbers/zero.tsv"))) graph_symbols = pynini.string_file(get_abs_path("data/electronic/symbols.tsv")) server_common = pynini.string_file(get_abs_path("data/electronic/server_name.tsv")) domain_common = pynini.string_file(get_abs_path("data/electronic/domain.tsv")) class ElectronicFst(GraphFst): """ Finite state transducer for verbalizing electronic e.g. electronic { username: "abc" domain: "hotmail.com" } -> "a b c arroba hotmail punto com" -> "a b c arroba h o t m a i l punto c o m" -> "a b c arroba hotmail punto c o m" -> "a b c at h o t m a i l punto com" Args: deterministic: if True will provide a single transduction option, for False multiple transduction are generated (used for audio-based normalization) """ def __init__(self, deterministic: bool = True): super().__init__(name="electronic", kind="verbalize", deterministic=deterministic) graph_digit_no_zero = ( digit_no_zero @ pynini.cdrewrite(pynini.cross("un", "uno"), "", "", DAMO_SIGMA).optimize() ) graph_digit = graph_digit_no_zero | zero def add_space_after_char(): return pynini.closure(DAMO_NOT_QUOTE - pynini.accep(" ") + insert_space) + ( DAMO_NOT_QUOTE - pynini.accep(" ") ) verbalize_characters = pynini.cdrewrite(graph_symbols | graph_digit, "", "", DAMO_SIGMA) user_name = pynutil.delete("username: \"") + add_space_after_char() + pynutil.delete("\"") user_name @= verbalize_characters convert_defaults = pynutil.add_weight(DAMO_NOT_QUOTE, weight=0.0001) | domain_common | server_common domain = convert_defaults + pynini.closure(insert_space + convert_defaults) domain @= verbalize_characters domain = pynutil.delete("domain: \"") + domain + pynutil.delete("\"") protocol = ( pynutil.delete("protocol: \"") + add_space_after_char() @ pynini.cdrewrite(graph_symbols, "", "", DAMO_SIGMA) + pynutil.delete("\"") ) self.graph = (pynini.closure(protocol + pynini.accep(" "), 0, 1) + domain) | ( user_name + pynini.accep(" ") + pynutil.insert("arroba ") + domain ) delete_tokens = self.delete_tokens(self.graph + delete_preserve_order) self.fst = delete_tokens.optimize()