diff --git a/nemo_text_processing/text_normalization/pt/data/electronic/__init__.py b/nemo_text_processing/text_normalization/pt/data/electronic/__init__.py new file mode 100644 index 000000000..9e3fb699d --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/electronic/__init__.py @@ -0,0 +1,13 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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. diff --git a/nemo_text_processing/text_normalization/pt/data/electronic/domain.tsv b/nemo_text_processing/text_normalization/pt/data/electronic/domain.tsv new file mode 100644 index 000000000..b9daa19a5 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/electronic/domain.tsv @@ -0,0 +1,7 @@ +.com ponto com +.com.br ponto com ponto br +.gov.br ponto gov ponto br +.org ponto org +.net ponto net +.edu ponto edu +.br ponto br diff --git a/nemo_text_processing/text_normalization/pt/data/electronic/server_name.tsv b/nemo_text_processing/text_normalization/pt/data/electronic/server_name.tsv new file mode 100644 index 000000000..50b4eeb65 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/electronic/server_name.tsv @@ -0,0 +1,6 @@ +gmail +nvidia +outlook +hotmail +yahoo +live diff --git a/nemo_text_processing/text_normalization/pt/data/electronic/symbols.tsv b/nemo_text_processing/text_normalization/pt/data/electronic/symbols.tsv new file mode 100644 index 000000000..85c8a1b10 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/electronic/symbols.tsv @@ -0,0 +1,22 @@ +. ponto +- traço +_ underscore +! exclamação +# cerquilha +$ dólar +% por cento +& e comercial +' apóstrofo +* asterisco ++ mais +/ barra += igual +? interrogação +^ acento circunflexo +` crase +{ chave esquerda +| barra vertical +} chave direita +~ til +, vírgula +: dois pontos diff --git a/nemo_text_processing/text_normalization/pt/data/measure/__init__.py b/nemo_text_processing/text_normalization/pt/data/measure/__init__.py new file mode 100644 index 000000000..9e3fb699d --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/measure/__init__.py @@ -0,0 +1,13 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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. diff --git a/nemo_text_processing/text_normalization/pt/data/measure/measurements_plural.tsv b/nemo_text_processing/text_normalization/pt/data/measure/measurements_plural.tsv new file mode 100755 index 000000000..4278cec2a --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/measure/measurements_plural.tsv @@ -0,0 +1,65 @@ +h horas +min minutos +s segundos +ms milissegundos +ns nanossegundos +μs microssegundos +t toneladas +kg quilos +kg quilogramas +g gramas +mg miligramas +μm micrômetros +nm nanômetros +mm milímetros +cm centímetros +cm² centímetros quadrado +cm³ centímetros cúbico +m metros +m² metros quadrados +m³ metros cúbicos +km quilômetros +km² quilômetros quadrados +ha hectares +kph quilômetros por hora +mph milhas por hora +m/s metros por segundo +l litros +ml mililitros +kgf quilogramas forças +kgf quilogramas força +% por cento +°F fahrenheit +°F graus fahrenheit +°C graus celsius +Hz hertz +kHz quilo hertz +MHz mega hertz +GHz giga hertz +W watts +kW quilowatts +MW megawatts +GW gigawatts +Wh watts hora +kWh quilowatts hora +MWh megawatts hora +GWh gigawatts hora +kV quilovolts +V volts +mV milivolts +A amperes +mA miliamperes +rpm rotações por minuto +db decibéis +cal calorias +kcal quilocalorias +G gramas +KG quilos +KG quilogramas +KM quilômetros +M metros +L litros +ML mililitros +M2 metros quadrados +M^2 metros quadrados +C graus celsius diff --git a/nemo_text_processing/text_normalization/pt/data/measure/measurements_singular.tsv b/nemo_text_processing/text_normalization/pt/data/measure/measurements_singular.tsv new file mode 100755 index 000000000..28a7fa009 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/measure/measurements_singular.tsv @@ -0,0 +1,65 @@ +h hora +min minuto +s segundo +ms milissegundo +ns nanossegundo +μs microssegundo +t tonelada +kg quilo +kg quilograma +g grama +mg miligrama +μm micrômetro +nm nanômetro +mm milímetro +cm centímetro +cm² centímetro quadrado +cm³ centímetro cúbico +m metro +m² metro quadrado +m³ metro cúbico +km quilômetro +km² quilômetro quadrado +ha hectare +kph quilômetro por hora +mph milha por hora +m/s metro por segundo +l litro +ml mililitro +kgf quilograma força +% por cento +°F fahrenheit +°C celsius +°F grau fahrenheit +°C grau celsius +Hz hertz +kHz quilo hertz +MHz mega hertz +GHz giga hertz +W watt +kW quilowatt +MW megawatt +GW gigawatt +Wh watt hora +kWh quilowatt hora +MWh megawatt hora +GWh gigawatt hora +kV quilovolt +V volt +mV milivolt +A ampere +mA miliampere +rpm rotação por minuto +db decibel +cal caloria +kcal quilocaloria +G grama +KG quilo +KG quilograma +KM quilômetro +M metro +L litro +ML mililitro +M2 metro quadrado +M^2 metro quadrado +C celsius diff --git a/nemo_text_processing/text_normalization/pt/data/money/__init__.py b/nemo_text_processing/text_normalization/pt/data/money/__init__.py new file mode 100644 index 000000000..9e3fb699d --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/money/__init__.py @@ -0,0 +1,13 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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. diff --git a/nemo_text_processing/text_normalization/pt/data/money/currency_major.tsv b/nemo_text_processing/text_normalization/pt/data/money/currency_major.tsv new file mode 100644 index 000000000..b23d1bcce --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/money/currency_major.tsv @@ -0,0 +1,5 @@ +US$ dólar americano +R$ real +€ euro +£ libra esterlina +$ dólar diff --git a/nemo_text_processing/text_normalization/pt/data/money/currency_major_plural.tsv b/nemo_text_processing/text_normalization/pt/data/money/currency_major_plural.tsv new file mode 100644 index 000000000..feca270ff --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/money/currency_major_plural.tsv @@ -0,0 +1,5 @@ +dólar americano dólares americanos +real reais +euro euros +libra esterlina libras esterlinas +dólar dólares diff --git a/nemo_text_processing/text_normalization/pt/data/money/currency_minor.tsv b/nemo_text_processing/text_normalization/pt/data/money/currency_minor.tsv new file mode 100644 index 000000000..4e9a95d66 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/money/currency_minor.tsv @@ -0,0 +1,5 @@ +US$ centavo +R$ centavo +€ centavo +£ centavo +$ centavo diff --git a/nemo_text_processing/text_normalization/pt/data/money/currency_minor_plural.tsv b/nemo_text_processing/text_normalization/pt/data/money/currency_minor_plural.tsv new file mode 100644 index 000000000..2ac61dff7 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/money/currency_minor_plural.tsv @@ -0,0 +1 @@ +centavo centavos diff --git a/nemo_text_processing/text_normalization/pt/data/telephone/__init__.py b/nemo_text_processing/text_normalization/pt/data/telephone/__init__.py new file mode 100644 index 000000000..9e3fb699d --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/telephone/__init__.py @@ -0,0 +1,13 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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. diff --git a/nemo_text_processing/text_normalization/pt/data/telephone/extension_prompt.tsv b/nemo_text_processing/text_normalization/pt/data/telephone/extension_prompt.tsv new file mode 100644 index 000000000..f4ffcbc1d --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/telephone/extension_prompt.tsv @@ -0,0 +1,3 @@ +ramal +extensão +ext. diff --git a/nemo_text_processing/text_normalization/pt/data/telephone/ip_prompt.tsv b/nemo_text_processing/text_normalization/pt/data/telephone/ip_prompt.tsv new file mode 100644 index 000000000..7d59e35eb --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/telephone/ip_prompt.tsv @@ -0,0 +1,2 @@ +ip ip +endereço de ip endereço de i p diff --git a/nemo_text_processing/text_normalization/pt/data/telephone/telephone_prompt.tsv b/nemo_text_processing/text_normalization/pt/data/telephone/telephone_prompt.tsv new file mode 100644 index 000000000..62efeccd5 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/data/telephone/telephone_prompt.tsv @@ -0,0 +1,4 @@ +ligue para +telefone +celular +meu número é diff --git a/nemo_text_processing/text_normalization/pt/taggers/cardinal.py b/nemo_text_processing/text_normalization/pt/taggers/cardinal.py index 393aabc0e..c72e4497d 100644 --- a/nemo_text_processing/text_normalization/pt/taggers/cardinal.py +++ b/nemo_text_processing/text_normalization/pt/taggers/cardinal.py @@ -72,9 +72,12 @@ def __init__(self, deterministic: bool = True): self.tens = graph_tens.optimize() self.two_digit_non_zero = pynini.union(digit, graph_tens, (pynini.cross("0", NEMO_SPACE) + digit)).optimize() + # After "X00" hundreds (oitocentos, …), suffix "01"-"09" needs leading zero stripped + # (graph_tens has no path for "09"; connector+digit only consumes one digit). graph_hundreds = hundreds + pynini.union( pynutil.delete("00"), (connector_e + graph_tens), + (connector_e + pynutil.delete("0") + digit), (connector_e + digit), ) # "100" -> cem only (cross("1", cento)+delete("00") would also match "100" but diff --git a/nemo_text_processing/text_normalization/pt/taggers/electronic.py b/nemo_text_processing/text_normalization/pt/taggers/electronic.py new file mode 100644 index 000000000..ddd89f4e0 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/taggers/electronic.py @@ -0,0 +1,82 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import NEMO_ALPHA, NEMO_DIGIT, NEMO_SPACE, GraphFst +from nemo_text_processing.text_normalization.pt.utils import get_abs_path, load_labels + + +class ElectronicFst(GraphFst): + """ + Finite state transducer for classifying electronic strings in pt-BR: + abc@hotmail.com -> electronic { username: "abc" domain: "hotmail.com" preserve_order: true } + https://www.abc.com -> electronic { protocol: "https://www." domain: "abc.com" preserve_order: true } + """ + + def __init__(self, deterministic: bool = True): + super().__init__(name="electronic", kind="classify", deterministic=deterministic) + + full_stop = pynini.accep(".") + at_symbol = "@" + protocol_string = "protocol" + domain_string = "domain" + username_string = "username" + http = "http" + https = "https" + www = "www" + + symbols = [x[0] for x in load_labels(get_abs_path("data/electronic/symbols.tsv"))] + symbols = pynini.union(*symbols) + symbols_no_full_stop = pynini.difference(symbols, full_stop) + accepted_characters = pynini.closure((NEMO_ALPHA | NEMO_DIGIT | symbols_no_full_stop), 1) + all_characters = pynini.closure((NEMO_ALPHA | NEMO_DIGIT | symbols), 1) + + domain_component = full_stop + accepted_characters + domain_graph = ( + pynutil.insert(domain_string + ': "') + + (accepted_characters + pynini.closure(domain_component, 1)) + + pynutil.insert('"') + ) + + username = ( + pynutil.insert(username_string + ': "') + + all_characters + + pynutil.insert('"') + + pynini.cross(at_symbol, NEMO_SPACE) + ) + email = username + domain_graph + + social_tag = ( + pynini.cross(at_symbol, "") + + pynutil.insert(username_string + ': "') + + (accepted_characters | (accepted_characters + pynini.closure(domain_component, 1))) + + pynutil.insert('"') + ) + + protocol_start = pynini.accep(https + "://") | pynini.accep(http + "://") + protocol_end = pynini.accep(www + ".") + if not deterministic: + protocol_end |= pynini.cross(www + ".", "dáblio dáblio dáblio.") + + protocol = protocol_start | protocol_end | (protocol_start + protocol_end) + protocol = pynutil.insert(protocol_string + ': "') + protocol + pynutil.insert('"') + url = protocol + pynutil.insert(NEMO_SPACE) + domain_graph + + graph = url | domain_graph | email | social_tag + self.graph = graph + + final_graph = self.add_tokens(self.graph + pynutil.insert(" preserve_order: true")) + self.fst = final_graph.optimize() diff --git a/nemo_text_processing/text_normalization/pt/taggers/measure.py b/nemo_text_processing/text_normalization/pt/taggers/measure.py new file mode 100644 index 000000000..0906551d1 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/taggers/measure.py @@ -0,0 +1,78 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import ( + NEMO_SIGMA, + NEMO_SPACE, + GraphFst, + convert_space, + delete_space, + insert_space, +) +from nemo_text_processing.text_normalization.pt.utils import get_abs_path + + +class MeasureFst(GraphFst): + """ + Finite state transducer for classifying measure (pt-BR), e.g. + 200 g -> measure { cardinal { integer: "duzentos" } units: "gramas" } + 1 kg -> measure { cardinal { integer: "um" } units: "quilo" } + 2,4 g -> measure { decimal { ... } units: "gramas" } + 1/2 l -> measure { fraction { ... } units: "litros" } + + Args: + cardinal: CardinalFst + decimal: DecimalFst + fraction: FractionFst + deterministic: if True will provide a single transduction option, + for False multiple transduction are generated (used for audio-based normalization) + """ + + def __init__(self, cardinal: GraphFst, decimal: GraphFst, fraction: GraphFst, deterministic: bool = True): + super().__init__(name="measure", kind="classify", deterministic=deterministic) + + unit_singular = pynini.string_file(get_abs_path("data/measure/measurements_singular.tsv")) + unit_plural = pynini.string_file(get_abs_path("data/measure/measurements_plural.tsv")) + + graph_unit_singular = convert_space(unit_singular) + graph_unit_plural = convert_space(unit_plural) + + optional_graph_negative = pynini.closure(pynini.accep("-"), 0, 1) + + unit_plural = pynutil.insert('units: "') + graph_unit_plural + pynutil.insert('"') + unit_singular_graph = pynutil.insert('units: "') + graph_unit_singular + pynutil.insert('"') + + subgraph_decimal = decimal.fst + insert_space + pynini.closure(NEMO_SPACE, 0, 1) + unit_plural + + subgraph_cardinal = ( + (optional_graph_negative + (NEMO_SIGMA - "1")) @ cardinal.fst + + insert_space + + pynini.closure(delete_space, 0, 1) + + unit_plural + ) + + subgraph_cardinal |= ( + (optional_graph_negative + pynini.accep("1")) @ cardinal.fst + + insert_space + + pynini.closure(delete_space, 0, 1) + + unit_singular_graph + ) + + subgraph_fraction = fraction.fst + insert_space + pynini.closure(delete_space, 0, 1) + unit_plural + + final_graph = subgraph_decimal | subgraph_cardinal | subgraph_fraction + self.fst = self.add_tokens(final_graph).optimize() diff --git a/nemo_text_processing/text_normalization/pt/taggers/money.py b/nemo_text_processing/text_normalization/pt/taggers/money.py new file mode 100644 index 000000000..d0ad7e9f5 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/taggers/money.py @@ -0,0 +1,170 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import ( + NEMO_ALPHA, + NEMO_DIGIT, + NEMO_SIGMA, + NEMO_SPACE, + GraphFst, + delete_space, + insert_space, +) +from nemo_text_processing.text_normalization.pt.utils import get_abs_path, load_labels + + +class MoneyFst(GraphFst): + """ + Finite state transducer for classifying money (pt-BR), e.g. + R$ 12 -> money { currency_maj: "reais" integer_part: "doze" } + R$ 12,05 -> money { ... fractional_part: "cinco" currency_min: "centavos" preserve_order: true } + R$ 0,20 -> money { fractional_part: "vinte" currency_min: "centavos" preserve_order: true } + + Args: + cardinal: CardinalFst + decimal: DecimalFst + deterministic: if True will provide a single transduction option, + for False multiple transduction are generated (used for audio-based normalization) + """ + + def __init__(self, cardinal: GraphFst, decimal: GraphFst, deterministic: bool = True): + super().__init__(name="money", kind="classify", deterministic=deterministic) + + decimal_separator = pynini.accep(",") + maj_singular = pynini.string_file(get_abs_path("data/money/currency_major.tsv")) + maj_plural_map = pynini.string_file(get_abs_path("data/money/currency_major_plural.tsv")) + maj_plural_graph = maj_singular @ maj_plural_map + min_singular = pynini.string_file(get_abs_path("data/money/currency_minor.tsv")) + min_plural_map = pynini.string_file(get_abs_path("data/money/currency_minor_plural.tsv")) + min_plural_graph = min_singular @ min_plural_map + + cardinal_graph = cardinal.graph + graph_decimal_final = decimal.final_graph_wo_negative + + graph_maj_singular = pynutil.insert('currency_maj: "') + maj_singular + pynutil.insert('"') + graph_maj_plural = pynutil.insert('currency_maj: "') + maj_plural_graph + pynutil.insert('"') + + graph_integer_one = ( + pynutil.insert('integer_part: "') + (pynini.accep("1") @ cardinal_graph) + pynutil.insert('"') + ) + + decimal_with_quantity = (NEMO_SIGMA + NEMO_ALPHA) @ graph_decimal_final + + graph_decimal_plural = pynini.union( + graph_maj_plural + pynini.closure(delete_space, 0, 1) + insert_space + graph_decimal_final, + graph_decimal_final + pynini.closure(delete_space, 0, 1) + insert_space + graph_maj_plural, + ) + graph_decimal_plural = ((NEMO_SIGMA - "1") + decimal_separator + NEMO_SIGMA) @ graph_decimal_plural + + graph_decimal_singular = pynini.union( + graph_maj_singular + pynini.closure(delete_space, 0, 1) + insert_space + graph_decimal_final, + graph_decimal_final + pynini.closure(delete_space, 0, 1) + insert_space + graph_maj_singular, + ) + graph_decimal_singular = (pynini.accep("1") + decimal_separator + NEMO_SIGMA) @ graph_decimal_singular + + graph_decimal = pynini.union( + graph_decimal_singular, + graph_decimal_plural, + graph_maj_plural + pynini.closure(delete_space, 0, 1) + insert_space + decimal_with_quantity, + ) + + graph_integer = pynutil.insert('integer_part: "') + ((NEMO_SIGMA - "1") @ cardinal_graph) + pynutil.insert('"') + + graph_integer_only = pynini.union( + graph_maj_singular + pynini.closure(delete_space, 0, 1) + insert_space + graph_integer_one, + graph_integer_one + pynini.closure(delete_space, 0, 1) + insert_space + graph_maj_singular, + ) + graph_integer_only |= pynini.union( + graph_maj_plural + pynini.closure(delete_space, 0, 1) + insert_space + graph_integer, + graph_integer + pynini.closure(delete_space, 0, 1) + insert_space + graph_maj_plural, + ) + + graph = graph_integer_only | graph_decimal + + two_digits_fractional_part = ( + pynini.closure(NEMO_DIGIT) + (NEMO_DIGIT - "0") + pynini.closure(pynutil.delete("0")) + ) @ ( + (pynutil.delete("0") + (NEMO_DIGIT - "0")) + | ((NEMO_DIGIT - "0") + pynutil.insert("0")) + | ((NEMO_DIGIT - "0") + NEMO_DIGIT) + ) + + graph_min_singular = pynutil.insert('currency_min: "') + min_singular + pynutil.insert('"') + graph_min_plural = pynutil.insert('currency_min: "') + min_plural_graph + pynutil.insert('"') + + maj_singular_labels = load_labels(get_abs_path("data/money/currency_major.tsv")) + decimal_graph_with_minor = None + for curr_symbol, _ in maj_singular_labels: + preserve_order = pynutil.insert(" preserve_order: true") + + integer_plus_maj = pynini.union( + graph_integer + insert_space + pynutil.insert(curr_symbol) @ graph_maj_plural, + graph_integer_one + insert_space + pynutil.insert(curr_symbol) @ graph_maj_singular, + ) + integer_plus_maj = (pynini.closure(NEMO_DIGIT) - "0") @ integer_plus_maj + + graph_fractional_one = ( + pynutil.insert('fractional_part: "') + + (two_digits_fractional_part @ pynini.cross("1", "um")) + + pynutil.insert('"') + ) + + graph_fractional = ( + two_digits_fractional_part @ (pynini.closure(NEMO_DIGIT, 1, 2) - "1") @ cardinal.two_digit_non_zero + ) + graph_fractional = pynutil.insert('fractional_part: "') + graph_fractional + pynutil.insert('"') + + fractional_plus_min = pynini.union( + graph_fractional + insert_space + pynutil.insert(curr_symbol) @ graph_min_plural, + graph_fractional_one + insert_space + pynutil.insert(curr_symbol) @ graph_min_singular, + ) + + decimal_graph_with_minor_curr = ( + integer_plus_maj + pynini.cross(decimal_separator, NEMO_SPACE) + fractional_plus_min + ) + if not deterministic: + decimal_graph_with_minor_curr |= pynutil.add_weight( + integer_plus_maj + + pynini.cross(decimal_separator, NEMO_SPACE) + + pynutil.insert('fractional_part: "') + + two_digits_fractional_part @ cardinal.two_digit_non_zero + + pynutil.insert('"'), + weight=0.0001, + ) + + decimal_graph_with_minor_curr |= pynutil.delete("0,") + fractional_plus_min + decimal_graph_with_minor_curr = pynini.union( + pynutil.delete(curr_symbol) + + pynini.closure(delete_space, 0, 1) + + decimal_graph_with_minor_curr + + preserve_order, + decimal_graph_with_minor_curr + + preserve_order + + pynini.closure(delete_space, 0, 1) + + pynutil.delete(curr_symbol), + ) + + decimal_graph_with_minor = ( + decimal_graph_with_minor_curr + if decimal_graph_with_minor is None + else pynini.union(decimal_graph_with_minor, decimal_graph_with_minor_curr) + ) + + final_graph = graph | pynutil.add_weight(decimal_graph_with_minor, -0.001) + + final_graph = self.add_tokens(final_graph) + self.fst = final_graph.optimize() diff --git a/nemo_text_processing/text_normalization/pt/taggers/telephone.py b/nemo_text_processing/text_normalization/pt/taggers/telephone.py new file mode 100644 index 000000000..e728cd053 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/taggers/telephone.py @@ -0,0 +1,116 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import NEMO_SPACE, NEMO_WHITE_SPACE, GraphFst, insert_space +from nemo_text_processing.text_normalization.pt.utils import get_abs_path + + +class TelephoneFst(GraphFst): + """ + Finite state transducer for classifying pt-BR telephone and IP formats, e.g. + (11) 99999-8888 -> telephone { number_part: "um um nove nove nove nove nove oito oito oito oito" } + +55 11 3333-4444 -> telephone { country_code: "mais cinco cinco" number_part: "um um três três três três quatro quatro quatro quatro" } + 192.168.1.1 -> telephone { number_part: "um nove dois ponto um seis oito ponto um ponto um" } + """ + + def __init__(self, deterministic: bool = True): + super().__init__(name="telephone", kind="classify", deterministic=deterministic) + + digit = pynini.string_file(get_abs_path("data/numbers/digit.tsv")).optimize() + zero = pynini.string_file(get_abs_path("data/numbers/zero.tsv")).optimize() + single_digits = (digit | zero).optimize() + + # Only strip grouping punctuation between digit blocks; do not delete spaces + # (deleting spaces would glue spoken digit words together in the output). + separators = pynini.union("-", ".") + delete_separator = pynini.closure(pynutil.delete(separators), 0, 1) + delete_optional_spaces = pynini.closure(pynutil.delete(NEMO_WHITE_SPACE), 0) + + def n_digits(n: int): + return pynini.closure(single_digits + insert_space, n - 1, n - 1) + single_digits + + country_digits = n_digits(1) | n_digits(2) | n_digits(3) + country_code = pynini.cross("+", "mais ") + country_digits + + ip_prompts = pynini.string_file(get_abs_path("data/telephone/ip_prompt.tsv")) + telephone_prompts = pynini.string_file(get_abs_path("data/telephone/telephone_prompt.tsv")) + tel_prompt_sequence = telephone_prompts + NEMO_SPACE + pynini.closure(country_code, 0, 1) + + country_code_graph = ( + pynutil.insert('country_code: "') + + (country_code | ip_prompts | tel_prompt_sequence) + + delete_separator + + pynutil.insert('"') + ) + + area_code = (pynutil.delete("(") + n_digits(2) + pynutil.delete(")")) | n_digits(2) + + eleven_digit_graph = ( + area_code + + delete_optional_spaces + + insert_space + + n_digits(5) + + delete_separator + + insert_space + + n_digits(4) + ) + ten_digit_graph = ( + area_code + + delete_optional_spaces + + insert_space + + n_digits(4) + + delete_separator + + insert_space + + n_digits(4) + ) + nine_digit_graph = n_digits(5) + delete_separator + insert_space + n_digits(4) + eight_digit_graph = n_digits(4) + delete_separator + insert_space + n_digits(4) + seven_digit_graph = n_digits(3) + delete_separator + insert_space + n_digits(4) + + digit_to_str_graph = single_digits + pynini.closure(pynutil.insert(" ") + single_digits, 0, 2) + ip_graph = digit_to_str_graph + (pynini.cross(".", " ponto ") + digit_to_str_graph) ** 3 + + number_part = ( + eleven_digit_graph + | ten_digit_graph + | nine_digit_graph + | eight_digit_graph + | seven_digit_graph + | pynutil.add_weight(ip_graph, 0.01) + ) + number_part = pynutil.insert('number_part: "') + number_part + pynutil.insert('"') + + extension_prompt = pynini.string_file(get_abs_path("data/telephone/extension_prompt.tsv")) + delete_ext = pynini.cross(pynini.project(extension_prompt, "input"), "") + ext_graph = ( + pynutil.insert('extension: "') + + delete_optional_spaces + + delete_ext + + delete_optional_spaces + + pynutil.insert("ramal ") + + n_digits(1) + + pynini.closure(insert_space + n_digits(1), 0, 3) + + pynutil.insert('"') + ) + + graph = ( + pynini.closure(country_code_graph + delete_optional_spaces + insert_space, 0, 1) + + number_part + + pynini.closure(delete_optional_spaces + insert_space + ext_graph, 0, 1) + ) + + self.fst = self.add_tokens(graph).optimize() diff --git a/nemo_text_processing/text_normalization/pt/taggers/tokenize_and_classify.py b/nemo_text_processing/text_normalization/pt/taggers/tokenize_and_classify.py index bbc7a14b7..d4b5d2255 100644 --- a/nemo_text_processing/text_normalization/pt/taggers/tokenize_and_classify.py +++ b/nemo_text_processing/text_normalization/pt/taggers/tokenize_and_classify.py @@ -31,8 +31,12 @@ from nemo_text_processing.text_normalization.pt.taggers.cardinal import CardinalFst from nemo_text_processing.text_normalization.pt.taggers.date import DateFst from nemo_text_processing.text_normalization.pt.taggers.decimal import DecimalFst +from nemo_text_processing.text_normalization.pt.taggers.electronic import ElectronicFst from nemo_text_processing.text_normalization.pt.taggers.fraction import FractionFst +from nemo_text_processing.text_normalization.pt.taggers.measure import MeasureFst +from nemo_text_processing.text_normalization.pt.taggers.money import MoneyFst from nemo_text_processing.text_normalization.pt.taggers.ordinal import OrdinalFst +from nemo_text_processing.text_normalization.pt.taggers.telephone import TelephoneFst from nemo_text_processing.text_normalization.pt.taggers.time import TimeFst from nemo_text_processing.utils.logging import logger @@ -80,8 +84,12 @@ def __init__( ordinal = OrdinalFst(cardinal, deterministic=deterministic) fraction = FractionFst(cardinal, ordinal, deterministic=deterministic) decimal = DecimalFst(cardinal, deterministic=deterministic) + measure = MeasureFst(cardinal=cardinal, decimal=decimal, fraction=fraction, deterministic=deterministic) + money = MoneyFst(cardinal=cardinal, decimal=decimal, deterministic=deterministic) date = DateFst(cardinal, deterministic=deterministic) time = TimeFst(cardinal, deterministic=deterministic) + telephone = TelephoneFst(deterministic=deterministic) + electronic = ElectronicFst(deterministic=deterministic) punctuation = PunctuationFst(deterministic=deterministic) word_graph = WordFst(punctuation=punctuation, deterministic=deterministic).fst @@ -89,12 +97,16 @@ def __init__( classify = ( pynutil.add_weight(whitelist.fst, 1.01) - | pynutil.add_weight(date.fst, 1.09) + | pynutil.add_weight(date.fst, 1.1) | pynutil.add_weight(time.fst, 1.1) + | pynutil.add_weight(measure.fst, 1.1) | pynutil.add_weight(fraction.fst, 1.1) | pynutil.add_weight(decimal.fst, 1.1) | pynutil.add_weight(ordinal.fst, 1.1) | pynutil.add_weight(cardinal.fst, 1.1) + | pynutil.add_weight(money.fst, 1.1) + | pynutil.add_weight(telephone.fst, 1.11) + | pynutil.add_weight(electronic.fst, 1.11) | pynutil.add_weight(word_graph, 100) ) diff --git a/nemo_text_processing/text_normalization/pt/verbalizers/electronic.py b/nemo_text_processing/text_normalization/pt/verbalizers/electronic.py new file mode 100644 index 000000000..844996b27 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/verbalizers/electronic.py @@ -0,0 +1,70 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import ( + NEMO_NOT_QUOTE, + NEMO_SIGMA, + NEMO_SPACE, + GraphFst, + delete_preserve_order, +) +from nemo_text_processing.text_normalization.pt.utils import get_abs_path + +digit_no_zero = pynini.string_file(get_abs_path("data/numbers/digit.tsv")) +zero = 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. + """ + + def __init__(self, deterministic: bool = True): + super().__init__(name="electronic", kind="verbalize", deterministic=deterministic) + + graph_digit = digit_no_zero | zero + + def add_space_after_char(): + return pynini.closure(NEMO_NOT_QUOTE - pynini.accep(NEMO_SPACE) + pynutil.insert(NEMO_SPACE)) + ( + NEMO_NOT_QUOTE - pynini.accep(NEMO_SPACE) + ) + + verbalize_characters = pynini.cdrewrite(graph_symbols | graph_digit, "", "", NEMO_SIGMA) + + user_name = pynutil.delete('username: "') + add_space_after_char() + pynutil.delete('"') + user_name @= verbalize_characters + + convert_defaults = pynutil.add_weight(NEMO_NOT_QUOTE, weight=0.0001) | domain_common | server_common + domain = convert_defaults + pynini.closure(pynutil.insert(NEMO_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, "", "", NEMO_SIGMA) + + pynutil.delete('"') + ) + + self.graph = (pynini.closure(protocol + NEMO_SPACE, 0, 1) + domain) | ( + user_name + NEMO_SPACE + pynutil.insert("arroba" + NEMO_SPACE) + domain + | (pynutil.insert("arroba" + NEMO_SPACE) + user_name) + ) + + self.fst = self.delete_tokens(self.graph + delete_preserve_order).optimize() diff --git a/nemo_text_processing/text_normalization/pt/verbalizers/measure.py b/nemo_text_processing/text_normalization/pt/verbalizers/measure.py new file mode 100644 index 000000000..bb94ef783 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/verbalizers/measure.py @@ -0,0 +1,98 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import ( + NEMO_NOT_QUOTE, + NEMO_WHITE_SPACE, + GraphFst, + delete_preserve_order, + delete_space, +) + + +class MeasureFst(GraphFst): + """ + Finite state transducer for verbalizing measure (pt-BR), e.g. + measure { cardinal { integer: "duzentos" } units: "gramas" } -> duzentos gramas + measure { cardinal { integer: "um" } units: "hora" } -> uma hora + + Args: + decimal: DecimalFst verbalizer + cardinal: CardinalFst verbalizer + fraction: FractionFst verbalizer + deterministic: if True will provide a single transduction option, + for False multiple transduction are generated (used for audio-based normalization) + """ + + def __init__(self, decimal: GraphFst, cardinal: GraphFst, fraction: GraphFst, deterministic: bool = True): + super().__init__(name="measure", kind="verbalize", deterministic=deterministic) + + hours_unit = ( + pynutil.delete('units: "') + + pynini.union(pynini.accep("hora"), pynini.accep("horas")) + + pynutil.delete('"') + ) + non_hours_unit = ( + pynutil.delete('units: "') + + pynini.difference(pynini.closure(NEMO_NOT_QUOTE, 1), pynini.union("hora", "horas")) + + pynutil.delete('"') + ) + + graph_cardinal = ( + pynutil.delete("cardinal {") + + delete_space + + cardinal.graph_fem + + delete_space + + pynutil.delete("}") + + NEMO_WHITE_SPACE + + hours_unit + ) + graph_cardinal |= ( + pynutil.delete("cardinal {") + + delete_space + + cardinal.graph_masc + + delete_space + + pynutil.delete("}") + + NEMO_WHITE_SPACE + + non_hours_unit + ) + + graph_decimal = ( + pynutil.delete("decimal {") + + delete_space + + decimal.numbers + + delete_space + + pynutil.delete("}") + + NEMO_WHITE_SPACE + + (hours_unit | non_hours_unit) + ) + + graph_fraction = ( + pynutil.delete("fraction {") + + delete_space + + fraction.inner_graph + + delete_space + + pynutil.delete("}") + + NEMO_WHITE_SPACE + + (hours_unit | non_hours_unit) + ) + + graph = graph_cardinal | graph_decimal | graph_fraction + graph += delete_preserve_order + + delete_tokens = self.delete_tokens(graph) + self.fst = delete_tokens.optimize() diff --git a/nemo_text_processing/text_normalization/pt/verbalizers/money.py b/nemo_text_processing/text_normalization/pt/verbalizers/money.py new file mode 100644 index 000000000..1eca076ed --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/verbalizers/money.py @@ -0,0 +1,87 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import ( + NEMO_NOT_QUOTE, + NEMO_SIGMA, + NEMO_SPACE, + GraphFst, + delete_preserve_order, + insert_space, +) + + +class MoneyFst(GraphFst): + """ + Finite state transducer for verbalizing money (pt-BR), e.g. + money { currency_maj: "reais" integer_part: "doze" } -> doze reais + money { ... fractional_part: "cinco" currency_min: "centavos" ... } -> doze reais e cinco centavos + + Args: + decimal: DecimalFst verbalizer (for decimal amounts embedded in money) + deterministic: if True will provide a single transduction option, + for False multiple transduction are generated (used for audio-based normalization) + """ + + def __init__(self, decimal: GraphFst, deterministic: bool = True): + super().__init__(name="money", kind="verbalize", deterministic=deterministic) + + maj = pynutil.delete('currency_maj: "') + pynini.closure(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') + min_unit = pynutil.delete('currency_min: "') + pynini.closure(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') + + fractional_part = ( + pynutil.delete('fractional_part: "') + pynini.closure(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') + ) + integer_part = pynutil.delete('integer_part: "') + pynini.closure(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') + + connector_minor = pynutil.insert("e") + insert_space + if not deterministic: + connector_minor |= pynutil.insert("com") + insert_space + + graph_integer = integer_part + NEMO_SPACE + maj + + graph_integer_with_minor = ( + integer_part + + NEMO_SPACE + + maj + + NEMO_SPACE + + connector_minor + + fractional_part + + NEMO_SPACE + + min_unit + + delete_preserve_order + ) + + graph_decimal = decimal.numbers + NEMO_SPACE + maj + + graph_minor = fractional_part + NEMO_SPACE + min_unit + delete_preserve_order + + graph = graph_integer | graph_integer_with_minor | graph_decimal | graph_minor + # um milhão reais -> um milhão de reais (not applied to mil reais) + scale_words = ("milhão", "milhões", "bilhão", "bilhões", "trilhão", "trilhões") + scales = pynini.union(*[pynini.accep(w) + NEMO_SPACE for w in scale_words]) + currencies = pynini.union( + "reais", + "dólares", + "euros", + "libras esterlinas", + "dólares americanos", + ) + graph @= pynini.cdrewrite(pynutil.insert("de") + insert_space, scales, currencies, NEMO_SIGMA) + + delete_tokens = self.delete_tokens(graph) + self.fst = delete_tokens.optimize() diff --git a/nemo_text_processing/text_normalization/pt/verbalizers/telephone.py b/nemo_text_processing/text_normalization/pt/verbalizers/telephone.py new file mode 100644 index 000000000..eae320638 --- /dev/null +++ b/nemo_text_processing/text_normalization/pt/verbalizers/telephone.py @@ -0,0 +1,57 @@ +# Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. 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 pynini.lib import pynutil + +from nemo_text_processing.text_normalization.pt.graph_utils import NEMO_NOT_QUOTE, GraphFst, delete_space, insert_space + + +class TelephoneFst(GraphFst): + """ + Finite state transducer for verbalizing telephone. + """ + + def __init__(self, deterministic: bool = True): + super().__init__(name="telephone", kind="verbalize", deterministic=deterministic) + + optional_country_code = pynini.closure( + pynutil.delete('country_code: "') + + pynini.closure(NEMO_NOT_QUOTE, 1) + + pynutil.delete('"') + + delete_space + + insert_space, + 0, + 1, + ) + + number_part = ( + pynutil.delete('number_part: "') + + pynini.closure(NEMO_NOT_QUOTE, 1) + + pynini.closure(pynutil.add_weight(pynutil.delete(" "), -0.0001), 0, 1) + + pynutil.delete('"') + ) + + optional_extension = pynini.closure( + delete_space + + insert_space + + pynutil.delete('extension: "') + + pynini.closure(NEMO_NOT_QUOTE, 1) + + pynutil.delete('"'), + 0, + 1, + ) + + graph = optional_country_code + number_part + optional_extension + self.fst = self.delete_tokens(graph).optimize() diff --git a/nemo_text_processing/text_normalization/pt/verbalizers/verbalize.py b/nemo_text_processing/text_normalization/pt/verbalizers/verbalize.py index dbe4e2a17..9a6910d6a 100644 --- a/nemo_text_processing/text_normalization/pt/verbalizers/verbalize.py +++ b/nemo_text_processing/text_normalization/pt/verbalizers/verbalize.py @@ -17,8 +17,12 @@ from nemo_text_processing.text_normalization.pt.verbalizers.cardinal import CardinalFst from nemo_text_processing.text_normalization.pt.verbalizers.date import DateFst from nemo_text_processing.text_normalization.pt.verbalizers.decimal import DecimalFst +from nemo_text_processing.text_normalization.pt.verbalizers.electronic import ElectronicFst from nemo_text_processing.text_normalization.pt.verbalizers.fraction import FractionFst +from nemo_text_processing.text_normalization.pt.verbalizers.measure import MeasureFst +from nemo_text_processing.text_normalization.pt.verbalizers.money import MoneyFst from nemo_text_processing.text_normalization.pt.verbalizers.ordinal import OrdinalFst +from nemo_text_processing.text_normalization.pt.verbalizers.telephone import TelephoneFst from nemo_text_processing.text_normalization.pt.verbalizers.time import TimeFst @@ -40,8 +44,23 @@ def __init__(self, deterministic: bool = True): ordinal = OrdinalFst(deterministic=deterministic) fraction = FractionFst(deterministic=deterministic) decimal = DecimalFst(deterministic=deterministic) + measure = MeasureFst(decimal=decimal, cardinal=cardinal, fraction=fraction, deterministic=deterministic) + money = MoneyFst(decimal=decimal, deterministic=deterministic) date = DateFst(deterministic=deterministic) time = TimeFst(deterministic=deterministic) - graph = fraction.fst | decimal.fst | date.fst | time.fst | ordinal.fst | cardinal.fst + telephone = TelephoneFst(deterministic=deterministic) + electronic = ElectronicFst(deterministic=deterministic) + graph = ( + fraction.fst + | decimal.fst + | date.fst + | time.fst + | measure.fst + | money.fst + | ordinal.fst + | cardinal.fst + | telephone.fst + | electronic.fst + ) self.fst = graph diff --git a/nemo_text_processing/text_normalization/run_evaluate.py b/nemo_text_processing/text_normalization/run_evaluate.py index 26a3fc7b6..3a1964bbd 100644 --- a/nemo_text_processing/text_normalization/run_evaluate.py +++ b/nemo_text_processing/text_normalization/run_evaluate.py @@ -35,7 +35,7 @@ def parse_args(): parser.add_argument( "--lang", help="language", - choices=['ar', 'de', 'en', 'es', 'fr', 'hu', 'it', 'ru', 'sv', 'zh', 'hy', 'hi', 'ko', 'vi'], + choices=['ar', 'de', 'en', 'es', 'fr', 'hu', 'it', 'ru', 'sv', 'zh', 'hy', 'hi', 'ko', 'vi', 'pt'], default="en", type=str, ) diff --git a/tests/nemo_text_processing/pt/data_text_normalization/test_cases_electronic.txt b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_electronic.txt new file mode 100644 index 000000000..ffc6c5abb --- /dev/null +++ b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_electronic.txt @@ -0,0 +1,8 @@ +test@gmail.com~t e s t arroba gmail ponto com +a.bc@gmail.com~a ponto b c arroba gmail ponto com +admin@company.com.br~a d m i n arroba c o m p a n y ponto com ponto br +www.google.com~w w w ponto g o o g l e ponto com +https://www.nvidia.com~h t t p s dois pontos barra barra w w w ponto nvidia ponto com +http://site.com.br~h t t p dois pontos barra barra s i t e ponto com ponto br +nvidia.com~nvidia ponto com +@usuario~arroba u s u a r i o \ No newline at end of file diff --git a/tests/nemo_text_processing/pt/data_text_normalization/test_cases_measure.txt b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_measure.txt new file mode 100644 index 000000000..34a082108 --- /dev/null +++ b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_measure.txt @@ -0,0 +1,18 @@ +200 g~duzentos gramas +1 kg~um quilo~um quilograma +5 kg~cinco quilos~cinco quilogramas +200 m~duzentos metros +1 km~um quilômetro +5 km~cinco quilômetros +100 m~cem metros +1 l~um litro +2 l~dois litros +500 ml~quinhentos mililitros +1 m²~um metro quadrado +10 m²~dez metros quadrados +25°C~vinte e cinco graus celsius +-5°C~menos cinco graus celsius +1 h~uma hora +2 h~duas horas +30 min~trinta minutos +45 s~quarenta e cinco segundos diff --git a/tests/nemo_text_processing/pt/data_text_normalization/test_cases_money.txt b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_money.txt new file mode 100644 index 000000000..04313cafd --- /dev/null +++ b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_money.txt @@ -0,0 +1,22 @@ +R$ 1~um real +R$ 12~doze reais +R$ 100~cem reais +R$ 200~duzentos reais +R$ 12,05~doze reais e cinco centavos +R$ 1,01~um real e um centavo +R$ 199,99~cento e noventa e nove reais e noventa e nove centavos +R$ 0,20~vinte centavos +R$ 0,25~vinte e cinco centavos +R$ 0,50~cinquenta centavos +$ 1~um dólar +$ 12~doze dólares +$ 12,05~doze dólares e cinco centavos +$ 29,50~vinte e nove dólares e cinquenta centavos +$ 75,63~setenta e cinco dólares e sessenta e três centavos~setenta e cinco dólares com sessenta e três centavos +€ 1~um euro +€ 12~doze euros +€ 12,05~doze euros e cinco centavos +R$ 1000~mil reais +R$ 1000000~um milhão de reais +$ 1000~mil dólares +$ 1000000~um milhão de dólares diff --git a/tests/nemo_text_processing/pt/data_text_normalization/test_cases_telephone.txt b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_telephone.txt new file mode 100644 index 000000000..a5ecf8873 --- /dev/null +++ b/tests/nemo_text_processing/pt/data_text_normalization/test_cases_telephone.txt @@ -0,0 +1,7 @@ +(11) 99999-8888~um um nove nove nove nove nove oito oito oito oito +11 3333-4444~um um três três três três quatro quatro quatro quatro +555-1234~cinco cinco cinco um dois três quatro +99999-1234~nove nove nove nove nove um dois três quatro ++55 (11) 3333-4444~mais cinco cinco um um três três três três quatro quatro quatro quatro +192.168.1.1~um nove dois ponto um seis oito ponto um ponto um +(11) 3333-4444 ext. 12~um um três três três três quatro quatro quatro quatro ramal um dois \ No newline at end of file diff --git a/tests/nemo_text_processing/pt/test_electronic.py b/tests/nemo_text_processing/pt/test_electronic.py index bff47d1fe..9f462c5db 100644 --- a/tests/nemo_text_processing/pt/test_electronic.py +++ b/tests/nemo_text_processing/pt/test_electronic.py @@ -16,6 +16,7 @@ from parameterized import parameterized from nemo_text_processing.inverse_text_normalization.inverse_normalize import InverseNormalizer +from nemo_text_processing.text_normalization.normalize import Normalizer from ..utils import CACHE_DIR, parse_test_case_file @@ -29,3 +30,12 @@ class TestElectronic: def test_denorm(self, test_input, expected): pred = self.inverse_normalizer.inverse_normalize(test_input, verbose=False) assert pred == expected + + normalizer = Normalizer(lang='pt', cache_dir=CACHE_DIR, overwrite_cache=False, input_case='cased') + + @parameterized.expand(parse_test_case_file('pt/data_text_normalization/test_cases_electronic.txt')) + @pytest.mark.run_only_on('CPU') + @pytest.mark.unit + def test_norm(self, test_input, expected): + pred = self.normalizer.normalize(test_input, verbose=False) + assert pred == expected diff --git a/tests/nemo_text_processing/pt/test_measure.py b/tests/nemo_text_processing/pt/test_measure.py index 9dcfc8548..603c967f4 100644 --- a/tests/nemo_text_processing/pt/test_measure.py +++ b/tests/nemo_text_processing/pt/test_measure.py @@ -17,6 +17,7 @@ from parameterized import parameterized from nemo_text_processing.inverse_text_normalization.inverse_normalize import InverseNormalizer +from nemo_text_processing.text_normalization.normalize import Normalizer from ..utils import CACHE_DIR, parse_test_case_file @@ -30,3 +31,15 @@ class TestMeasure: def test_denorm(self, test_input, expected): pred = self.inverse_normalizer.inverse_normalize(test_input, verbose=False) assert pred == expected + + normalizer = Normalizer(lang='pt', cache_dir=CACHE_DIR, overwrite_cache=False, input_case='cased') + + @parameterized.expand(parse_test_case_file('pt/data_text_normalization/test_cases_measure.txt')) + @pytest.mark.run_only_on('CPU') + @pytest.mark.unit + def test_norm(self, test_input, expected): + pred = self.normalizer.normalize(test_input, verbose=False) + if isinstance(expected, list): + assert pred in expected + else: + assert pred == expected diff --git a/tests/nemo_text_processing/pt/test_money.py b/tests/nemo_text_processing/pt/test_money.py index 632bdb458..d440a93e8 100644 --- a/tests/nemo_text_processing/pt/test_money.py +++ b/tests/nemo_text_processing/pt/test_money.py @@ -17,6 +17,7 @@ from parameterized import parameterized from nemo_text_processing.inverse_text_normalization.inverse_normalize import InverseNormalizer +from nemo_text_processing.text_normalization.normalize import Normalizer from ..utils import CACHE_DIR, parse_test_case_file @@ -30,3 +31,15 @@ class TestMoney: def test_denorm(self, test_input, expected): pred = self.inverse_normalizer.inverse_normalize(test_input, verbose=False) assert pred == expected + + normalizer = Normalizer(lang='pt', cache_dir=CACHE_DIR, overwrite_cache=False, input_case='cased') + + @parameterized.expand(parse_test_case_file('pt/data_text_normalization/test_cases_money.txt')) + @pytest.mark.run_only_on('CPU') + @pytest.mark.unit + def test_norm(self, test_input, expected): + pred = self.normalizer.normalize(test_input, verbose=False) + if isinstance(expected, list): + assert pred in expected + else: + assert pred == expected diff --git a/tests/nemo_text_processing/pt/test_sparrowhawk_normalization.sh b/tests/nemo_text_processing/pt/test_sparrowhawk_normalization.sh index 50140b553..c9f39aaa7 100755 --- a/tests/nemo_text_processing/pt/test_sparrowhawk_normalization.sh +++ b/tests/nemo_text_processing/pt/test_sparrowhawk_normalization.sh @@ -10,15 +10,20 @@ runtest () { # read test file while read testcase; do - IFS='~' read written spoken <<< $testcase - norm_pred=$(echo $written | normalizer_main --config=sparrowhawk_configuration.ascii_proto 2>&1 | tail -n 1) + IFS='~' read -a testcase_tokenized <<< $testcase + written=${testcase_tokenized[0]} + # only tests against first possible option when there are multiple shortest paths + spoken=${testcase_tokenized[1]} + + # replace non breaking space with breaking space + denorm_pred=$(echo $written | normalizer_main --config=sparrowhawk_configuration.ascii_proto 2>&1 | tail -n 1 | sed 's/\xC2\xA0/ /g') # trim white space spoken="$(echo -e "${spoken}" | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//')" - norm_pred="$(echo -e "${norm_pred}" | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//')" + denorm_pred="$(echo -e "${denorm_pred}" | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//')" # input expected actual - assertEquals "$written" "$spoken" "$norm_pred" + assertEquals "$written" "$spoken" "$denorm_pred" done < "$input" } @@ -52,30 +57,30 @@ testTNTime() { runtest $input } -# testTNMeasure() { -# input=$PROJECT_DIR/pt/data_text_normalization/test_cases_measure.txt -# runtest $input -# } +testTNMeasure() { + input=$PROJECT_DIR/pt/data_text_normalization/test_cases_measure.txt + runtest $input +} -# testTNMoney() { -# input=$PROJECT_DIR/pt/data_text_normalization/test_cases_money.txt -# runtest $input -# } +testTNMoney() { + input=$PROJECT_DIR/pt/data_text_normalization/test_cases_money.txt + runtest $input +} # testTNWhitelist() { # input=$PROJECT_DIR/pt/data_text_normalization/test_cases_whitelist.txt # runtest $input # } -# testTNTelephone() { -# input=$PROJECT_DIR/pt/data_text_normalization/test_cases_telephone.txt -# runtest $input -# } +testTNTelephone() { + input=$PROJECT_DIR/pt/data_text_normalization/test_cases_telephone.txt + runtest $input +} -# testTNElectronic() { -# input=$PROJECT_DIR/pt/data_text_normalization/test_cases_electronic.txt -# runtest $input -# } +testTNElectronic() { + input=$PROJECT_DIR/pt/data_text_normalization/test_cases_electronic.txt + runtest $input +} # testTNWord() { # input=$PROJECT_DIR/pt/data_text_normalization/test_cases_word.txt diff --git a/tests/nemo_text_processing/pt/test_telephone.py b/tests/nemo_text_processing/pt/test_telephone.py index e27c47e1c..f69f0b5a3 100644 --- a/tests/nemo_text_processing/pt/test_telephone.py +++ b/tests/nemo_text_processing/pt/test_telephone.py @@ -17,6 +17,7 @@ from parameterized import parameterized from nemo_text_processing.inverse_text_normalization.inverse_normalize import InverseNormalizer +from nemo_text_processing.text_normalization.normalize import Normalizer from ..utils import CACHE_DIR, parse_test_case_file @@ -30,3 +31,12 @@ class TestTelephone: def test_denorm(self, test_input, expected): pred = self.inverse_normalizer.inverse_normalize(test_input, verbose=False) assert pred == expected + + normalizer = Normalizer(lang='pt', cache_dir=CACHE_DIR, overwrite_cache=False, input_case='cased') + + @parameterized.expand(parse_test_case_file('pt/data_text_normalization/test_cases_telephone.txt')) + @pytest.mark.run_only_on('CPU') + @pytest.mark.unit + def test_norm(self, test_input, expected): + pred = self.normalizer.normalize(test_input, verbose=False) + assert pred == expected