Download tests/test_mix.py from jzgdev/medleydb_sample: direct link, hf CLI and curl.
- Browser
- Download file 15.1 kB
-
https://huggingface.co/datasets/jzgdev/medleydb_sample/resolve/main/tests/test_mix.py
- Command line
-
hf download hf://datasets/jzgdev/medleydb_sample/tests/test_mix.py
-
curl -L -o test_mix.py https://huggingface.co/datasets/jzgdev/medleydb_sample/resolve/main/tests/test_mix.py
15.1 kB
| """ Tests for medleydb.mix | |
| """ | |
| import unittest | |
| import os | |
| from medleydb import multitrack | |
| from medleydb import mix | |
| from medleydb import AUDIO_PATH | |
| OUTPUT_PATH = 'test_out.wav' | |
| def clean_output(): | |
| if os.path.exists(OUTPUT_PATH): | |
| os.remove(OUTPUT_PATH) | |
| class TestMixMultitrack(unittest.TestCase): | |
| def setUp(self): | |
| self.mtrack = multitrack.MultiTrack('LizNelson_Rainfall') | |
| def test_defaults(self): | |
| clean_output() | |
| actual_fullpaths, actual_weights = mix.mix_multitrack( | |
| self.mtrack, OUTPUT_PATH | |
| ) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| actual_basenames = [os.path.basename(f) for f in actual_fullpaths] | |
| expected_basenames = [ | |
| 'LizNelson_Rainfall_STEM_01.wav', | |
| 'LizNelson_Rainfall_STEM_02.wav', | |
| 'LizNelson_Rainfall_STEM_03.wav', | |
| 'LizNelson_Rainfall_STEM_04.wav', | |
| 'LizNelson_Rainfall_STEM_05.wav' | |
| ] | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 0.88655832334783, | |
| 0.7820245646673145, | |
| 0.9709353677932278, | |
| 0.7734022629465723 | |
| ] | |
| self.assertEqual(expected_basenames, actual_basenames) | |
| self.assertEqual(expected_weights, actual_weights) | |
| clean_output() | |
| def test_less_stems(self): | |
| clean_output() | |
| actual_fullpaths, actual_weights = mix.mix_multitrack( | |
| self.mtrack, OUTPUT_PATH, stem_indices=[2, 4] | |
| ) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| actual_basenames = [os.path.basename(f) for f in actual_fullpaths] | |
| expected_basenames = [ | |
| 'LizNelson_Rainfall_STEM_02.wav', | |
| 'LizNelson_Rainfall_STEM_04.wav' | |
| ] | |
| expected_weights = [ | |
| 0.88655832334783, | |
| 0.9709353677932278 | |
| ] | |
| self.assertEqual(expected_basenames, actual_basenames) | |
| self.assertEqual(expected_weights, actual_weights) | |
| clean_output() | |
| def test_alt_weights(self): | |
| clean_output() | |
| actual_fullpaths, actual_weights = mix.mix_multitrack( | |
| self.mtrack, OUTPUT_PATH, alternate_weights={2: 2.0, 4: 0.5} | |
| ) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| actual_basenames = [os.path.basename(f) for f in actual_fullpaths] | |
| expected_basenames = [ | |
| 'LizNelson_Rainfall_STEM_01.wav', | |
| 'LizNelson_Rainfall_STEM_02.wav', | |
| 'LizNelson_Rainfall_STEM_03.wav', | |
| 'LizNelson_Rainfall_STEM_04.wav', | |
| 'LizNelson_Rainfall_STEM_05.wav' | |
| ] | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 2.0, | |
| 0.7820245646673145, | |
| 0.5, | |
| 0.7734022629465723 | |
| ] | |
| self.assertEqual(expected_basenames, actual_basenames) | |
| self.assertEqual(expected_weights, actual_weights) | |
| clean_output() | |
| def test_alt_files(self): | |
| clean_output() | |
| actual_fullpaths, actual_weights = mix.mix_multitrack( | |
| self.mtrack, OUTPUT_PATH, | |
| alternate_files={1: self.mtrack.mix_path} | |
| ) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| actual_basenames = [os.path.basename(f) for f in actual_fullpaths] | |
| expected_basenames = [ | |
| 'LizNelson_Rainfall_MIX.wav', | |
| 'LizNelson_Rainfall_STEM_02.wav', | |
| 'LizNelson_Rainfall_STEM_03.wav', | |
| 'LizNelson_Rainfall_STEM_04.wav', | |
| 'LizNelson_Rainfall_STEM_05.wav' | |
| ] | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 0.88655832334783, | |
| 0.7820245646673145, | |
| 0.9709353677932278, | |
| 0.7734022629465723 | |
| ] | |
| self.assertEqual(expected_basenames, actual_basenames) | |
| self.assertEqual(expected_weights, actual_weights) | |
| clean_output() | |
| def test_additional_files(self): | |
| clean_output() | |
| actual_fullpaths, actual_weights = mix.mix_multitrack( | |
| self.mtrack, OUTPUT_PATH, | |
| additional_files=[(self.mtrack.mix_path, 2.1)] | |
| ) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| actual_basenames = [os.path.basename(f) for f in actual_fullpaths] | |
| expected_basenames = [ | |
| 'LizNelson_Rainfall_STEM_01.wav', | |
| 'LizNelson_Rainfall_STEM_02.wav', | |
| 'LizNelson_Rainfall_STEM_03.wav', | |
| 'LizNelson_Rainfall_STEM_04.wav', | |
| 'LizNelson_Rainfall_STEM_05.wav', | |
| 'LizNelson_Rainfall_MIX.wav' | |
| ] | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 0.88655832334783, | |
| 0.7820245646673145, | |
| 0.9709353677932278, | |
| 0.7734022629465723, | |
| 2.1 | |
| ] | |
| self.assertEqual(expected_basenames, actual_basenames) | |
| self.assertEqual(expected_weights, actual_weights) | |
| clean_output() | |
| def test_one_stem_mix(self): | |
| clean_output() | |
| actual_fullpaths, actual_weights = mix.mix_multitrack( | |
| self.mtrack, OUTPUT_PATH, stem_indices=[2] | |
| ) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| actual_basenames = [os.path.basename(f) for f in actual_fullpaths] | |
| expected_basenames = [ | |
| 'LizNelson_Rainfall_STEM_02.wav' | |
| ] | |
| expected_weights = [ | |
| 0.88655832334783 | |
| ] | |
| self.assertEqual(expected_basenames, actual_basenames) | |
| self.assertEqual(expected_weights, actual_weights) | |
| clean_output() | |
| class TestBuildMixArgs(unittest.TestCase): | |
| def setUp(self): | |
| self.mtrack = multitrack.MultiTrack('LizNelson_Rainfall') | |
| def test_defaults(self): | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| self.mtrack, None, None, None, None | |
| ) | |
| expected_filepaths = [ | |
| os.path.join(AUDIO_PATH, 'LizNelson_Rainfall', | |
| 'LizNelson_Rainfall_STEMS', | |
| 'LizNelson_Rainfall_STEM_{}.wav'.format(i)) | |
| for i in ['01', '02', '03', '04', '05'] | |
| ] | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 0.88655832334783, | |
| 0.7820245646673145, | |
| 0.9709353677932278, | |
| 0.7734022629465723 | |
| ] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| def test_defaults_no_mixing_coeffs(self): | |
| mtrack = multitrack.MultiTrack('AHa_TakeOnMe') | |
| for k in mtrack.stems.keys(): | |
| mtrack.stems[k].mixing_coefficient = None | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| mtrack, None, None, None, None | |
| ) | |
| expected_filepaths = [ | |
| os.path.join(AUDIO_PATH, 'AHa_TakeOnMe', | |
| 'AHa_TakeOnMe_STEMS', | |
| 'AHa_TakeOnMe_STEM_{}.wav'.format(i)) | |
| for i in ['01', '02', '03', '04', '05', '06'] | |
| ] | |
| expected_weights = [1, 1, 1, 1, 1, 1] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| def test_less_stems(self): | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| self.mtrack, [2, 4], None, None, None | |
| ) | |
| expected_filepaths = [ | |
| os.path.join(AUDIO_PATH, 'LizNelson_Rainfall', | |
| 'LizNelson_Rainfall_STEMS', | |
| 'LizNelson_Rainfall_STEM_{}.wav'.format(i)) | |
| for i in ['02', '04'] | |
| ] | |
| expected_weights = [ | |
| 0.88655832334783, 0.9709353677932278 | |
| ] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| def test_alt_weights(self): | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| self.mtrack, None, {2: 2.0, 4: 0.5}, None, None | |
| ) | |
| expected_filepaths = [ | |
| os.path.join(AUDIO_PATH, 'LizNelson_Rainfall', | |
| 'LizNelson_Rainfall_STEMS', | |
| 'LizNelson_Rainfall_STEM_{}.wav'.format(i)) | |
| for i in ['01', '02', '03', '04', '05'] | |
| ] | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 2.0, | |
| 0.7820245646673145, | |
| 0.5, | |
| 0.7734022629465723 | |
| ] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| def test_alt_files(self): | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| self.mtrack, None, None, {1: self.mtrack.mix_path}, None | |
| ) | |
| expected_filepaths = [ | |
| os.path.join( | |
| AUDIO_PATH, 'LizNelson_Rainfall', 'LizNelson_Rainfall_MIX.wav' | |
| ) | |
| ] | |
| expected_filepaths.extend([ | |
| os.path.join(AUDIO_PATH, 'LizNelson_Rainfall', | |
| 'LizNelson_Rainfall_STEMS', | |
| 'LizNelson_Rainfall_STEM_{}.wav'.format(i)) | |
| for i in ['02', '03', '04', '05'] | |
| ]) | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 0.88655832334783, | |
| 0.7820245646673145, | |
| 0.9709353677932278, | |
| 0.7734022629465723 | |
| ] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| def test_additional_files(self): | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| self.mtrack, None, None, None, [(self.mtrack.mix_path, 2.1)] | |
| ) | |
| expected_filepaths = [ | |
| os.path.join(AUDIO_PATH, 'LizNelson_Rainfall', | |
| 'LizNelson_Rainfall_STEMS', | |
| 'LizNelson_Rainfall_STEM_{}.wav'.format(i)) | |
| for i in ['01', '02', '03', '04', '05'] | |
| ] | |
| expected_filepaths.append(self.mtrack.mix_path) | |
| expected_weights = [ | |
| 0.9138225670999782, | |
| 0.88655832334783, | |
| 0.7820245646673145, | |
| 0.9709353677932278, | |
| 0.7734022629465723, | |
| 2.1 | |
| ] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| def test_one_stem_mix(self): | |
| actual_filepaths, actual_weights = mix._build_mix_args( | |
| self.mtrack, [2], None, None, None | |
| ) | |
| expected_filepaths = [ | |
| os.path.join(AUDIO_PATH, 'LizNelson_Rainfall', | |
| 'LizNelson_Rainfall_STEMS', | |
| 'LizNelson_Rainfall_STEM_{}.wav'.format(i)) | |
| for i in ['02'] | |
| ] | |
| expected_weights = [ | |
| 0.88655832334783 | |
| ] | |
| self.assertEqual(expected_filepaths, actual_filepaths) | |
| self.assertEqual(expected_weights, actual_weights) | |
| class TestMixMelodyStems(unittest.TestCase): | |
| def setUp(self): | |
| self.mtrack = multitrack.MultiTrack('Phoenix_ScotchMorris') | |
| def test_defaults(self): | |
| clean_output() | |
| actual_melody, actual_stem = mix.mix_melody_stems( | |
| self.mtrack, OUTPUT_PATH | |
| ) | |
| expected_melody = [2, 3] | |
| expected_stem = [2, 3] | |
| self.assertEqual(expected_melody, actual_melody) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| def test_max_melody_stems1(self): | |
| clean_output() | |
| actual_melody, actual_stem = mix.mix_melody_stems( | |
| self.mtrack, OUTPUT_PATH, max_melody_stems=1 | |
| ) | |
| expected_melody = [2] | |
| expected_stem = [2] | |
| self.assertEqual(expected_melody, actual_melody) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| def test_max_melody_stems2(self): | |
| clean_output() | |
| actual_melody, actual_stem = mix.mix_melody_stems( | |
| self.mtrack, OUTPUT_PATH, max_melody_stems=3 | |
| ) | |
| expected_melody = [2, 3] | |
| expected_stem = [2, 3] | |
| self.assertEqual(expected_melody, actual_melody) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| def test_include_percussion(self): | |
| clean_output() | |
| actual_melody, actual_stem = mix.mix_melody_stems( | |
| self.mtrack, OUTPUT_PATH, include_percussion=True | |
| ) | |
| expected_melody = [2, 3] | |
| expected_stem = [2, 3] | |
| self.assertEqual(expected_melody, actual_melody) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| def test_require_mono(self): | |
| clean_output() | |
| actual_melody, actual_stem = mix.mix_melody_stems( | |
| self.mtrack, OUTPUT_PATH, require_mono=True | |
| ) | |
| expected_melody = [2, 3] | |
| expected_stem = [2, 3] | |
| self.assertEqual(expected_melody, actual_melody) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| class TestMixMonoStems(unittest.TestCase): | |
| def setUp(self): | |
| self.mtrack = multitrack.MultiTrack('Phoenix_ScotchMorris') | |
| def test_defaults(self): | |
| clean_output() | |
| actual_mono, actual_stem = mix.mix_mono_stems( | |
| self.mtrack, OUTPUT_PATH | |
| ) | |
| expected_melody = [2, 3] | |
| expected_stem = [2, 3] | |
| self.assertEqual(expected_melody, actual_mono) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| def test_include_percussion(self): | |
| clean_output() | |
| actual_mono, actual_stem = mix.mix_mono_stems( | |
| self.mtrack, OUTPUT_PATH, include_percussion=True | |
| ) | |
| expected_melody = [2, 3] | |
| expected_stem = [2, 3] | |
| self.assertEqual(expected_melody, actual_mono) | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| class TestMixNoVocals(unittest.TestCase): | |
| def setUp(self): | |
| self.mtrack = multitrack.MultiTrack('LizNelson_Rainfall') | |
| def test_defaults(self): | |
| clean_output() | |
| actual_stem = mix.mix_no_vocals( | |
| self.mtrack, OUTPUT_PATH | |
| ) | |
| expected_stem = [4, 5] | |
| self.assertEqual(expected_stem, actual_stem) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |
| class TestRemixVocals(unittest.TestCase): | |
| def setUp(self): | |
| self.mtrack = multitrack.MultiTrack('LizNelson_Rainfall') | |
| def test_defaults(self): | |
| clean_output() | |
| alt_weights = mix.remix_vocals( | |
| self.mtrack, OUTPUT_PATH, 2.0 | |
| ) | |
| expected_weights = { | |
| 1: 1.8276451341999564, | |
| 2: 1.77311664669566, | |
| 3: 1.564049129334629 | |
| } | |
| self.assertEqual(expected_weights, alt_weights) | |
| self.assertTrue(os.path.exists(OUTPUT_PATH)) | |
| clean_output() | |