medleydb_sample / tests /test_mix.py
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""" 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()