# Copyright (c) 2025, NVIDIA CORPORATION. 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 pytest from nemo.collections.asr.inference.utils.text_segment import ( TextSegment, Word, join_segments, normalize_segments_inplace, ) class TestTextSegment: @pytest.mark.unit @pytest.mark.parametrize("text, expected_text", [("Hello!", "hello"), ("HeLLo!", "hello")]) def test_normalize_text_inplace(self, text, expected_text): for cls in [Word, TextSegment]: text_segment = cls(text, 0, 1, 0.5) text_segment.normalize_text_inplace(punct_marks='!', sep=' ') assert text_segment.text == expected_text @pytest.mark.unit @pytest.mark.parametrize("text, expected_text", [("Hello!", "hello"), ("HeLLo!", "hello")]) def test_with_normalized_text(self, text, expected_text): for cls in [Word, TextSegment]: text_segment = cls(text, 0, 1, 0.5) text_segment_copy = text_segment.with_normalized_text(punct_marks='!', sep=' ') assert text_segment_copy.text == expected_text assert text_segment.text == text @pytest.mark.unit def test_join_segments(self): for cls in [Word, TextSegment]: segments = [ [cls('hello', 0, 1, 0.5), cls('world', 1, 2, 0.5)], [cls('how', 2, 3, 0.5), cls('are', 3, 4, 0.5), cls('you', 4, 5, 0.5)], ] transcriptions = join_segments(segments, sep=' ') assert transcriptions == ['hello world', 'how are you'] @pytest.mark.unit def test_normalize_segments_inplace(self): for cls in [Word, TextSegment]: segments = [cls('Hello!', 0, 1, 0.5), cls('world?', 1, 2, 0.5)] normalize_segments_inplace(segments, punct_marks=set("!?"), sep=' ') assert segments[0].text == 'hello' assert segments[1].text == 'world' @pytest.mark.unit @pytest.mark.parametrize("text, expected_text", [("hello", "Hello"), ("World!", "World!")]) def test_capitalize(self, text, expected_text): for cls in [Word, TextSegment]: text_segment = cls(text, 0, 1, 0.5) text_segment.capitalize() assert text_segment.text == expected_text