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[GH-ISSUE #558] Audio Analysis not working properly? #336
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Originally created by @GabrielBG0 on GitHub (Aug 24, 2020).
Original GitHub issue: https://github.com/spotipy-dev/spotipy/issues/558
Describe the bug
I'm doing an audio analysis request and it not returns what I think was the expected
Your code
def trackAnalysis(self, track_id):
print(self.sp.audio_analysis(track_id))
Expected behavior
this is what the spotify web API shows as an example of the response expected:
{
"bars": [
{
"start": 251.98282,
"duration": 0.29765,
"confidence": 0.652
}
],
"beats": [
{
"start": 251.98282,
"duration": 0.29765,
"confidence": 0.652
}
],
"sections": [
{
"start": 237.02356,
"duration": 18.32542,
"confidence": 1,
"loudness": -20.074,
"tempo": 98.253,
"tempo_confidence": 0.767,
"key": 5,
"key_confidence": 0.327,
"mode": 1,
"mode_confidence": 0.566,
"time_signature": 4,
"time_signature_confidence": 1
}
],
"segments": [
{
"start": 252.15601,
"duration": 3.19297,
"confidence": 0.522,
"loudness_start": -23.356,
"loudness_max_time": 0.06971,
"loudness_max": -18.121,
"loudness_end": -60,
"pitches": [
0.709,
0.092,
0.196,
0.084,
0.352,
0.134,
0.161,
1,
0.17,
0.161,
0.211,
0.15
],
"timbre": [
23.312,
-7.374,
-45.719,
294.874,
51.869,
-79.384,
-89.048,
143.322,
-4.676,
-51.303,
-33.274,
-19.037
]
}
],
"tatums": [
{
"start": 251.98282,
"duration": 0.29765,
"confidence": 0.652
}
],
"track": {
"duration": 255.34898,
"sample_md5": "",
"offset_seconds": 0,
"window_seconds": 0,
"analysis_sample_rate": 22050,
"analysis_channels": 1,
"end_of_fade_in": 0,
"start_of_fade_out": 251.73333,
"loudness": -11.84,
"tempo": 98.002,
"tempo_confidence": 0.423,
"time_signature": 4,
"time_signature_confidence": 1,
"key": 5,
"key_confidence": 0.36,
"mode": 0,
"mode_confidence": 0.414,
"codestring": "eJxVnAmS5DgOBL-ST-B9_P9j4x7M6qoxW9tpsZQSCeI...",
"code_version": 3.15,
"echoprintstring": "eJzlvQmSHDmStHslxw4cB-v9j_A-tahhVKV0IH9...",
"echoprint_version": 4.12,
"synchstring": "eJx1mIlx7ToORFNRCCK455_YoE9Dtt-vmrKsK3EBsTY...",
"synch_version": 1,
"rhythmstring": "eJyNXAmOLT2r28pZQuZh_xv7g21Iqu_3pCd160xV...",
"rhythm_version": 1
}
}
Output
this is what I'm getting as the return:
PS.: This is not the entire response, its just too long for an example and with the part i'm showing here I think its good nothing
'tatums': [{'start': 1.0943, 'duration': 0.26428, 'confidence': 0.775}, {'start': 1.35858, 'duration': 0.26428, 'confidence': 0.775}, {'start': 1.62286, 'duration': 0.26092, 'confidence': 0.395}, {'start': 1.88378, 'duration': 0.26092, 'confidence': 0.395}, {'start': 2.1447, 'duration': 0.26106, 'confidence': 0.537}, {'start': 2.40576, 'duration': 0.26106, 'confidence': 0.537}, {'start': 2.66682, 'duration': 0.25837, 'confidence': 0.489}, {'start': 2.92519, 'duration': 0.25837, 'confidence': 0.489}, {'start': 3.18356, 'duration': 0.25697, 'confidence': 0.486}, {'start': 3.44053, 'duration': 0.25697, 'confidence': 0.48}
, {'start': 3.6975, 'duration': 0.25686, 'confidence': 0.429}, {'start': 3.95436, 'duration': 0.25686, 'confidence': 0.429}, {'start': 4.21122, 'duration': 0.25744, 'confidence': 0.396}, {'start': 4.46866, 'duration': 0.25744, 'confidence': 0.396}, {'start': 4.72609, 'duration': 0.2586, 'confidence': 0.324}, {'start': 4.98469, 'duration': 0.2586, 'confidence': 0.324}, {'start': 5.24329, 'duration': 0.2579, 'confidence': 0.307}, {'start': 5.50119, 'duration': 0.2579, 'confidence': 0.307}, {'start': 5.75909, 'duration': 0.26068, 'confidence': 0.313}, {'start': 6.01977, 'duration': 0.26068, 'confidence': 0.313}, {'start': 6.28046, 'duration': 0.26405, 'confidence': 0.315}, {'start': 6.54451, 'duration': 0.26405, 'confidence': 0.315}, {'start': 6.80855, 'duration': 0.26463, 'confidence': 0.421}, {'start': 7.07318, 'duration': 0.26463, 'confidence': 0.421}, {'start': 7.33781, 'duration': 0.2644, 'confidence': 0.461}, {'start': 7.6022, 'duration': 0.2644, 'confidence': 0.461}, {'start': 7.8666, 'duration': 0.26231, 'confidence': 0.27}, {'start': 8.12891, 'duration': 0.26231, 'confidence': 0.27}, {'start': 8.39122, 'duration': 0.26046, 'confidence': 0.331}, {'start': 8.65168, 'duration': 0.26046, 'confidence': 0.331}, {'start': 8.91214, 'duration': 0.25896, 'confidence': 0.555}, {'start': 9.1711, 'duration': 0.25896, 'confidence': 0.555}, {'start': 9.43007, 'duration': 0.25572, 'confidence': 0.441}, {'start': 9.68579, 'duration': 0.25572, 'confidence': 0.441}, {'start': 9.94151, 'duration': 0.25504, 'confidence': 0.217}, {'start': 10.19655, 'duration': 0.25504, 'confidence': 0.217}, {'start': 10.45159, 'duration': 0.25656, 'confidence': 0.376}, {'start': 10.70814, 'duration': 0.25656, 'confidence': 0.376}, {'start': 10.9647, 'duration': 0.2568, 'confidence': 0.375}, {'start': 11.2215, 'duration': 0.2568, 'confidence': 0.375}, {'start': 11.47831, 'duration': 0.2574, 'confidence': 0.387}, {'start': 11.7357, 'duration': 0.2574, 'confidence': 0.387}, {'start': 11.9931, 'duration': 0.25938, 'confidence': 0.307}, {'start': 12.25248, 'duration': 0.25938, 'confidence': 0.307}, {'start': 12.51186, 'duration': 0.26044, 'confidence': 0.168}, {'start': 12.7723, 'duration': 0.26044, 'confidence': 0.168}, {'start': 13.03273, 'duration': 0.2608, 'confidence': 0.219}, {'start': 13.29353, 'duration': 0.2608, 'confidence': 0.219}, {'start': 13.55433, 'duration': 0.26093, 'confidence': 0.348}, {'start': 13.81526, 'duration': 0.26093, 'confidence': 0.348}, {'start': 14.07619, 'duration': 0.25955, 'confidence': 0.376}, {'start': 14.33574, 'duration': 0.25955, 'confidence': 0.376}, {'start': 14.5953, 'duration': 0.25702, 'confidence': 0.448}, {'start': 14.85231, 'duration': 0.25702, 'confidence': 0.448}, {'start': 15.10933, 'duration': 0.25761, 'confidence': 0.345}, {'start': 15.36694, 'duration': 0.25761, 'confidence': 0.345}, {'start': 15.62455, 'duration': 0.26053, 'confidence': 0.449}, {'start': 15.88509, 'duration': 0.26053, 'confidence': 0.449}, {'start': 16.14562, 'duration': 0.26206, 'confidence': 0.491}, {'start': 16.40768, 'duration': 0.26206, 'confidence': 0.491}, {'start': 16.66975, 'duration': 0.26233, 'confidence': 0.299}, {'start': 16.93207, 'duration': 0.26233, 'confidence': 0.299}, {'start': 17.1944, 'duration': 0.26166, 'confidence': 0.257}, {'start': 17.45606, 'duration': 0.26166, 'confidence': 0.257}, {'start': 17.71772, 'duration': 0.26298, 'confidence': 0.141}, {'start': 17.9807, 'duration': 0.26298, 'confidence': 0.141}, {'start': 18.24368, 'duration': 0.26615, 'confidence': 0.394}, {'start': 18.50982, 'duration': 0.26615, 'confidence': 0.394}, {'start': 18.77597, 'duration': 0.26584, 'confidence': 0.648}, {'start': 19.04181, 'duration': 0.26584, 'confidence': 0.648}, {'start': 19.30765, 'duration': 0.2624, 'confidence': 0.723}, {'start': 19.57005, 'duration': 0.2624, 'confidence': 0.723}, {'start': 19.83245, 'duration': 0.26024, 'confidence': 0.621}, {'start': 20.09268, 'duration': 0.26024, 'confidence': 0.621}, {'start': 20.35292, 'duration': 0.25981, 'confidence': 0.661}, {'start': 20.61273, 'duration': 0.25981, 'confidence': 0.661}, {'start': 20.87254, 'duration': 0.26019, 'confidence': 0.591}, {'start': 21.13273, 'duration': 0.26019, 'confidence': 0.591}, {'start': 21.39292, 'duration': 0.25987, 'confidence': 0.666}, {'start': 21.6528, 'duration': 0.25987, 'confidence': 0.666}, {'start': 21.91267, 'duration': 0.25967, 'confidence': 0.565}, {'start': 22.17234, 'duration': 0.25967, 'confidence': 0.565}, {'start': 22.432, 'duration': 0.25992, 'confidence': 0.388}, {'start': 22.69192, 'duration': 0.25992, 'confidence': 0.388}, {'start': 22.95184, 'duration': 0.25993, 'confidence': 0.46}, {'start': 23.21177, 'duration': 0.25993, 'confidence': 0.46}, {'start': 23.47171, 'duration': 0.26087, 'confidence': 0.596}, {'start': 23.73258, 'duration': 0.26087, 'confidence': 0.596}, {'start': 23.99345, 'duration': 0.26216, 'confidence': 0.624}, {'start': 24.25561, 'duration': 0.26216, 'confidence': 0.624}, {'start': 24.51776, 'duration': 0.26181, 'confidence': 0.607}, {'start': 24.77958, 'duration': 0.26181, 'confidence': 0.607}, {'start': 25.04139,
'duration': 0.26123, 'confidence': 0.565}, {'start': 25.30262, 'duration': 0.26123, 'confidence': 0.565}, {'start': 25.56385, 'duration': 0.26147, 'confidence': 0.516}, {'start': 25.82532, 'duration': 0.26147, 'confidence': 0.516}, {'start': 26.08678, 'duration': 0.26216, 'confidence': 0.578}, {'start': 26.34895, 'duration': 0.26216, 'confidence': 0.578}, {'start': 26.61111, 'duration': 0.26275, 'confidence': 0.594}, {'start': 26.87386, 'duration': 0.26275, 'confidence': 0.594}, {'start': 27.13661, 'duration': 0.26182, 'confidence': 0.504}, {'start': 27.39843, 'duration': 0.26182, 'confidence': 0.504}, {'start': 27.66025, 'duration': 0.26078, 'confidence': 0.677}, {'start': 27.92103, 'duration': 0.26078, 'confidence': 0.677}, {'start': 28.18181, 'duration': 0.26148, 'confidence': 0.582}, {'start': 28.44328, 'duration': 0.26148, 'confidence': 0.582}, {'start': 28.70476, 'duration': 0.26241, 'confidence': 0.687}, {'start': 28.96717, 'duration': 0.26241, 'confidence': 0.687}, {'start': 29.22958, 'duration': 0.26183, 'confidence': 0.667}, {'start': 29.4914, 'duration': 0.26183, 'confidence': 0.667}, {'start': 29.75323, 'duration': 0.26078, 'confidence': 0.69}, {'start': 30.01401, 'duration': 0.26078, 'confidence': 0.69}, {'start': 30.27479, 'duration': 0.26089, 'confidence': 0.749}, {'start': 30.53568, 'duration': 0.26089, 'confidence': 0.749}, {'start': 30.79657, 'duration': 0.26193, 'confidence': 0.593}, {'start': 31.0585, 'duration': 0.26193, 'confidence': 0.593}, {'start': 31.32043, 'duration': 0.26204, 'confidence': 0.696}, {'start': 31.58246, 'duration': 0.26204, 'confidence': 0.696}, {'start': 31.8445, 'duration': 0.2604, 'confidence': 0.696}, {'start': 32.1049, 'duration': 0.2604, 'confidence': 0.696}, {'start': 32.3653, 'duration': 0.25935, 'confidence': 0.636}, {'start': 32.62465, 'duration': 0.25935, 'confidence': 0.636}, {'start': 32.884, 'duration': 0.26016, 'confidence': 0.542}, {'start': 33.14415, 'duration': 0.26016, 'confidence': 0.542}, {'start': 33.40431, 'duration': 0.26061, 'confidence': 0.558}, {'start': 33.66492, 'duration': 0.26061, 'confidence': 0.558}, {'start': 33.92554, 'duration': 0.26014, 'confidence': 0.339}, {'start': 34.18568, 'duration': 0.26014, 'confidence': 0.339}, {'start': 34.44583, 'duration': 0.2599, 'confidence': 0.418}, {'start': 34.70573, 'duration': 0.2599, 'confidence': 0.418}, {'start': 34.96564, 'duration': 0.25943, 'confidence': 0.27}, {'start': 35.22507, 'duration': 0.25943, 'confidence': 0.27}, {'start': 35.4845, 'duration': 0.26012, 'confidence': 0.296}, {'start': 35.74461, 'duration': 0.26012, 'confidence': 0.296}, {'start': 36.00473, 'duration': 0.26138, 'confidence': 0.453}, {'start': 36.26611, 'duration': 0.26138, 'confidence': 0.453},
{'start': 36.52749, 'duration': 0.2616, 'confidence': 0.44}, {'start': 36.78909, 'duration': 0.2616, 'confidence': 0.44}, {'start': 37.05069, 'duration': 0.26205, 'confidence': 0.647}, {'start': 37.31274, 'duration': 0.26205, 'confidence': 0.647}, {'start': 37.5748, 'duration': 0.26203, 'confidence': 0.479}, {'start': 37.83683, 'duration':
0.26203, 'confidence': 0.479}, {'start': 38.09886, 'duration': 0.26097, 'confidence': 0.733}, {'start': 38.35983, 'duration': 0.26097, 'confidence': 0.733}, {'start': 38.6208, 'duration': 0.26106, 'confidence': 0.719}, {'start': 38.88186, 'duration': 0.26106, 'confidence': 0.719}, {'start': 39.14293, 'duration': 0.26116, 'confidence': 0.815}, {'start': 39.40409, 'duration': 0.26116, 'confidence': 0.815}, {'start': 39.66524, 'duration': 0.26055, 'confidence': 0.715}, {'start': 39.92579, 'duration': 0.26055, 'confidence': 0.715}, {'start': 40.18634, 'duration': 0.25959, 'confidence': 0.683}, {'start': 40.44594, 'duration': 0.25959, 'confidence': 0.683}, {'start': 40.70553, 'duration': 0.25923, 'confidence': 0.641}, {'start': 40.96476, 'duration': 0.25923, 'confidence': 0.641}, {'start': 41.22399, 'duration': 0.2605, 'confidence': 0.631}, {'start': 41.48449, 'duration': 0.2605, 'confidence': 0.631}, {'start': 41.74499, 'duration': 0.26154, 'confidence': 0.592}, {'start': 42.00653, 'duration': 0.26154, 'confidence': 0.592}, {'start': 42.26808, 'duration': 0.26132, 'confidence': 0.458}, {'start': 42.52939, 'duration': 0.26132, 'confidence': 0.458}, {'start': 42.79071, 'duration': 0.26097, 'confidence': 0.443}, {'start': 43.05168, 'duration': 0.26097, 'confidence': 0.443}, {'start': 43.31266, 'duration': 0.26087, 'confidence': 0.546}, {'start': 43.57352, 'duration': 0.26087, 'confidence': 0.546}, {'start': 43.83439, 'duration': 0.26146, 'confidence': 0.574}, {'start': 44.09585, 'duration': 0.26146, 'confidence': 0.574}, {'start': 44.3573, 'duration': 0.26123, 'confidence': 0.538}, {'start': 44.61854, 'duration': 0.26123, 'confidence': 0.538}, {'start': 44.87977, 'duration': 0.26019, 'confidence': 0.586}, {'start': 45.13996, 'duration': 0.26019, 'confidence': 0.586}, {'start': 45.40014, 'duration': 0.26054, 'confidence': 0.678}, {'start': 45.66068, 'duration': 0.26054, 'confidence': 0.678}, {'start': 45.92122, 'duration': 0.26135, 'confidence': 0.546}, {'start': 46.18256, 'duration': 0.26135, 'confidence': 0.546}, {'start': 46.44391, 'duration': 0.26136, 'confidence': 0.653}, {'start': 46.70527, 'duration': 0.26136, 'confidence': 0.653}, {'start': 46.96662, 'duration': 0.2609, 'confidence':
0.511}, {'start': 47.22753, 'duration': 0.2609, 'confidence': 0.511}, {'start': 47.48843, 'duration': 0.26114, 'confidence': 0.437}, {'start': 47.74957, 'duration': 0.26114, 'confidence': 0.437}, {'start': 48.01071, 'duration': 0.26197, 'confidence': 0.363}, {'start': 48.27268, 'duration': 0.26197, 'confidence': 0.363}, {'start': 48.53465,
'duration': 0.26233, 'confidence': 0.504}, {'start': 48.79697, 'duration': 0.26233, 'confidence': 0.504}, {'start': 49.0593, 'duration': 0.26119, 'confidence': 0.644}, {'start': 49.32049, 'duration': 0.26119, 'confidence': 0.644}, {'start': 49.58168, 'duration': 0.26086, 'confidence': 0.671}, {'start': 49.84254, 'duration': 0.26086, 'confidence': 0.671}, {'start': 50.10341, 'duration': 0.26159, 'confidence': 0.784}, {'start': 50.36499, 'duration': 0.26159, 'confidence': 0.784}, {'start': 50.62658, 'duration': 0.2614, 'confidence': 0.719}, {'start': 50.88798, 'duration': 0.2614, 'confidence': 0.719}, {'start': 51.14938, 'duration': 0.26052, 'confidence': 0.494}, {'start': 51.40989, 'duration': 0.26052, 'confidence': 0.494}, {'start': 51.67041, 'duration': 0.26034, 'confidence': 0.38}, {'start': 51.93074, 'duration': 0.26034, 'confidence': 0.38}, {'start': 52.19108, 'duration': 0.25981, 'confidence': 0.395}, {'start': 52.45089, 'duration': 0.25981, 'confidence': 0.395}, {'start': 52.7107, 'duration': 0.25941, 'confidence': 0.566}, {'start': 52.9701, 'duration': 0.25941, 'confidence': 0.566}, {'start': 53.22951, 'duration': 0.25947, 'confidence': 0.685}, {'start': 53.48898, 'duration': 0.25947, 'confidence': 0.685}, {'start': 53.74845, 'duration': 0.25954, 'confidence': 0.578}, {'start': 54.00799, 'duration': 0.25954, 'confidence': 0.578}, {'start': 54.26753, 'duration': 0.26018, 'confidence': 0.533}, {'start': 54.52772, 'duration': 0.26018, 'confidence': 0.533}, {'start': 54.7879, 'duration': 0.2606, 'confidence': 0.542}, {'start': 55.0485, 'duration': 0.2606, 'confidence': 0.542}, {'start': 55.30909, 'duration': 0.26101, 'confidence': 0.396}, {'start': 55.5701, 'duration': 0.26101,
'confidence': 0.396}, {'start': 55.83111, 'duration': 0.26188, 'confidence': 0.324}, {'start': 56.09299, 'duration': 0.26188, 'confidence': 0.324}, {'start': 56.35487, 'duration': 0.26216, 'confidence': 0.618}, {'start': 56.61703, 'duration': 0.26216, 'confidence': 0.618}, {'start': 56.8792, 'duration': 0.26186, 'confidence': 0.667}, {'start': 57.14106, 'duration': 0.26186, 'confidence': 0.667}, {'start': 57.40291, 'duration': 0.26142, 'confidence': 0.544}, {'start': 57.66433, 'duration': 0.26142, 'confidence': 0.544}, {'start': 57.92576, 'duration': 0.26133, 'confidence': 0.379}, {'start': 58.18709, 'duration': 0.26133, 'confidence': 0.379}, {'start': 58.44842, 'duration': 0.26218, 'confidence': 0.426}, {'start': 58.7106, 'duration': 0.26218, 'confidence': 0.426}, {'start': 58.97278, 'duration': 0.26196, 'confidence': 0.511}, {'start': 59.23474, 'duration': 0.26196, 'confidence': 0.511}, {'start': 59.49671, 'duration': 0.26059, 'confidence': 0.402}, {'start': 59.75729, 'duration': 0.26059, 'confidence': 0.402}, {'start': 60.01788, 'duration': 0.2606, 'confidence': 0.424}, {'start': 60.27848, 'duration': 0.2606, 'confidence': 0.424}, {'start': 60.53908, 'duration': 0.26109, 'confidence': 0.501}, {'start': 60.80017, 'duration': 0.26109, 'confidence': 0.501}, {'start': 61.06126, 'duration': 0.26146, 'confidence': 0.564}, {'start': 61.32272, 'duration': 0.26146, 'confidence': 0.564}, {'start': 61.58418, 'duration': 0.26125, 'confidence': 0.454}, {'start': 61.84543, 'duration': 0.26125, 'confidence': 0.454}, {'start': 62.10668, 'duration': 0.25975, 'confidence': 0.35}, {'start': 62.36642, 'duration': 0.25975, 'confidence': 0.35}, {'start': 62.62617, 'duration': 0.25906, 'confidence': 0.222}, {'start': 62.88523, 'duration': 0.25906, 'confidence': 0.222}, {'start': 63.1443, 'duration': 0.26025, 'confidence': 0.37}, {'start': 63.40454, 'duration': 0.26025, 'confidence': 0.37}, {'start': 63.66479, 'duration': 0.26097, 'confidence': 0.266}, {'start': 63.92576, 'duration': 0.26097, 'confidence': 0.266}, {'start': 64.18672, 'duration': 0.26029, 'confidence': 0.387}, {'start': 64.44701, 'duration': 0.26029, 'confidence': 0.387}, {'start': 64.7073, 'duration': 0.26007, 'confidence': 0.223}, {'start': 64.96737, 'duration': 0.26007, 'confidence': 0.223}, {'start': 65.22744, 'duration': 0.26078, 'confidence': 0.132}, {'start': 65.48823, 'duration': 0.26078, 'confidence': 0.132}, {'start': 65.74901, 'duration': 0.26184, 'confidence': 0.178}, {'start': 66.01086, 'duration': 0.26184, 'confidence': 0.178}, {'start': 66.2727, 'duration': 0.2622, 'confidence': 0.329}, {'start': 66.5349, 'duration': 0.2622, 'confidence': 0.329}, {'start': 66.7971, 'duration': 0.26069, 'confidence': 0.467}, {'start': 67.05779,
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Environment:
@plamere commented on GitHub (Aug 24, 2020):
Hi Gabriel - could you be a bit more specific about what the problem is? What are the exact difference in the output that you think might be a bug? Also note that the example shown on the spotify developer website is a condensed version of the output, so many array elements are omitted.
@GabrielBG0 commented on GitHub (Aug 24, 2020):
Hey, thanks for the response!
So, I'm not sure if the response I'm getting is what I should get.
I'm requesting analysis for a single songs but as a response I'm getting this huge mess with, what is seems, lots of repeated info (in the example you can see the repetition of the block {'start' , 'duration' , 'confidence' }.
So, what I want to know is that if this behavior is the intended and if that's the case, there is any way to filter the info I want in the request, similar to how you can filter info when getting a track
@plamere commented on GitHub (Aug 24, 2020):
Hi Gabriel - indeed the audio analysis data for a track is quite big. It includes data on every bar, beat, tatum and segment. If you want only summary audio information, then take a look at the audio-features endpoint. The resulting payload is much smaller:
It all comes down to what are you trying to do with the data.
@GabrielBG0 commented on GitHub (Aug 24, 2020):
Hey, that's actually exactly what I need for now thank you very much
and sorry if I wasn't much clear in the first post