From ba5164d3e3ede779ad89feb6f9b182adfa13b887 Mon Sep 17 00:00:00 2001
From: Andrew Beveridge <andrew@beveridge.uk>
Date: Tue, 17 Dec 2024 22:19:02 -0500
Subject: [PATCH] Fixed scoring setup for single stem models e.g. kuielab
drums/bass. Updated scores.
---
audio_separator/models-scores.json | 7704 +++++++++++++++++-------
tests/model-metrics/test-all-models.py | 38 +-
2 files changed, 5441 insertions(+), 2301 deletions(-)
diff --git a/audio_separator/models-scores.json b/audio_separator/models-scores.json
index e9c66a3..f1980f1 100644
--- a/audio_separator/models-scores.json
+++ b/audio_separator/models-scores.json
@@ -2468,20 +2468,37 @@
"ISR": 27.6831
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 7.45618,
+ "SIR": 18.7851,
+ "SAR": 7.63734,
+ "ISR": 12.4079
+ },
+ "instrumental": {
+ "SDR": 13.487,
+ "SIR": 17.408,
+ "SAR": 15.3937,
+ "ISR": 25.7793
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 9.15686,
- "SIR": 19.528,
- "SAR": 9.61374,
- "ISR": 13.5481
+ "SDR": 9.05059,
+ "SIR": 19.1565,
+ "SAR": 9.38895,
+ "ISR": 13.316
},
"instrumental": {
- "SDR": 13.4235,
- "SIR": 19.3639,
- "SAR": 15.0541,
- "ISR": 22.6478
+ "SDR": 13.4552,
+ "SIR": 18.9635,
+ "SAR": 15.2239,
+ "ISR": 22.7817
}
}
},
@@ -2708,20 +2725,37 @@
"ISR": 27.9776
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 7.10087,
+ "SIR": 18.958,
+ "SAR": 7.08537,
+ "ISR": 13.6148
+ },
+ "instrumental": {
+ "SDR": 14.759,
+ "SIR": 21.1519,
+ "SAR": 15.4328,
+ "ISR": 25.6944
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 9.62488,
- "SIR": 20.6745,
- "SAR": 9.57108,
- "ISR": 14.7193
+ "SDR": 9.41088,
+ "SIR": 20.3705,
+ "SAR": 9.18372,
+ "ISR": 14.5086
},
"instrumental": {
- "SDR": 14.0458,
- "SIR": 20.8494,
- "SAR": 15.1092,
- "ISR": 20.8473
+ "SDR": 14.4024,
+ "SIR": 20.9246,
+ "SAR": 15.271,
+ "ISR": 21.7713
}
}
},
@@ -2948,20 +2982,37 @@
"ISR": 26.8621
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 7.12336,
+ "SIR": 17.4523,
+ "SAR": 7.43998,
+ "ISR": 14.7645
+ },
+ "instrumental": {
+ "SDR": 14.1192,
+ "SIR": 20.6636,
+ "SAR": 15.001,
+ "ISR": 23.6453
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 9.42073,
- "SIR": 19.5138,
- "SAR": 9.495,
- "ISR": 15.7559
+ "SDR": 9.20509,
+ "SIR": 19.0404,
+ "SAR": 9.15433,
+ "ISR": 15.7463
},
"instrumental": {
- "SDR": 13.7151,
- "SIR": 20.8559,
- "SAR": 14.7527,
- "ISR": 22.1146
+ "SDR": 13.9171,
+ "SIR": 20.7597,
+ "SAR": 14.8769,
+ "ISR": 22.2749
}
}
},
@@ -3188,20 +3239,37 @@
"ISR": 32.1099
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 2.83911,
+ "SIR": 23.4852,
+ "SAR": 0.77468,
+ "ISR": 4.56767
+ },
+ "instrumental": {
+ "SDR": 11.2504,
+ "SIR": 8.17764,
+ "SAR": 13.5702,
+ "ISR": 23.2439
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 5.75754,
- "SIR": 23.2173,
- "SAR": 4.45585,
- "ISR": 7.65573
+ "SDR": 5.49064,
+ "SIR": 23.3097,
+ "SAR": 4.28531,
+ "ISR": 7.40913
},
"instrumental": {
- "SDR": 12.455,
- "SIR": 14.2008,
- "SAR": 14.8301,
- "ISR": 22.5482
+ "SDR": 12.3399,
+ "SIR": 14.0108,
+ "SAR": 14.7576,
+ "ISR": 22.7182
}
}
},
@@ -3428,20 +3496,37 @@
"ISR": 33.5654
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 2.74924,
+ "SIR": 21.6133,
+ "SAR": 1.58186,
+ "ISR": 5.23802
+ },
+ "instrumental": {
+ "SDR": 13.426,
+ "SIR": 11.1279,
+ "SAR": 14.2701,
+ "ISR": 25.4548
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 5.50836,
- "SIR": 23.2346,
- "SAR": 4.48195,
- "ISR": 7.44542
+ "SDR": 5.0617,
+ "SIR": 22.6846,
+ "SAR": 4.47681,
+ "ISR": 7.32311
},
"instrumental": {
- "SDR": 12.5768,
- "SIR": 14.2347,
- "SAR": 15.1751,
- "ISR": 21.8189
+ "SDR": 12.6361,
+ "SIR": 14.1397,
+ "SAR": 15.1708,
+ "ISR": 21.9049
}
}
},
@@ -3668,20 +3753,37 @@
"ISR": 28.0967
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 8.24604,
+ "SIR": 21.1342,
+ "SAR": 8.46357,
+ "ISR": 12.9112
+ },
+ "instrumental": {
+ "SDR": 12.9823,
+ "SIR": 16.7981,
+ "SAR": 14.6151,
+ "ISR": 27.3577
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 9.19081,
- "SIR": 20.3737,
- "SAR": 9.8804,
- "ISR": 13.8982
+ "SDR": 9.18559,
+ "SIR": 20.5895,
+ "SAR": 9.46369,
+ "ISR": 13.6994
},
"instrumental": {
- "SDR": 13.9244,
- "SIR": 19.1375,
- "SAR": 15.2764,
- "ISR": 22.1341
+ "SDR": 13.5527,
+ "SIR": 18.4594,
+ "SAR": 15.2427,
+ "ISR": 22.5724
}
}
},
@@ -3908,20 +4010,37 @@
"ISR": 28.4452
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 7.69217,
+ "SIR": 19.6891,
+ "SAR": 8.05813,
+ "ISR": 12.1802
+ },
+ "instrumental": {
+ "SDR": 13.4725,
+ "SIR": 17.321,
+ "SAR": 15.1231,
+ "ISR": 25.7254
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 9.1635,
- "SIR": 19.9612,
- "SAR": 9.5192,
- "ISR": 12.9511
+ "SDR": 9.03903,
+ "SIR": 19.8252,
+ "SAR": 9.27077,
+ "ISR": 12.7686
},
"instrumental": {
- "SDR": 13.1921,
- "SIR": 18.8059,
- "SAR": 15.1402,
- "ISR": 22.0859
+ "SDR": 13.3323,
+ "SIR": 18.6296,
+ "SAR": 15.1317,
+ "ISR": 22.7691
}
}
},
@@ -4148,20 +4267,37 @@
"ISR": 28.1565
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.7797,
+ "SIR": 18.8522,
+ "SAR": 7.17519,
+ "ISR": 11.1195
+ },
+ "instrumental": {
+ "SDR": 14.3973,
+ "SIR": 18.1526,
+ "SAR": 16.0058,
+ "ISR": 25.9338
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 9.30976,
- "SIR": 20.1864,
- "SAR": 9.65443,
- "ISR": 12.9209
+ "SDR": 9.13121,
+ "SIR": 19.9219,
+ "SAR": 9.29078,
+ "ISR": 12.8451
},
"instrumental": {
- "SDR": 13.2989,
- "SIR": 19.3881,
- "SAR": 15.3424,
- "ISR": 22.2958
+ "SDR": 13.8481,
+ "SIR": 18.9888,
+ "SAR": 15.6741,
+ "ISR": 22.427
}
}
},
@@ -4388,20 +4524,37 @@
"ISR": 26.4234
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.06859,
+ "SIR": 17.2859,
+ "SAR": 6.67274,
+ "ISR": 11.3402
+ },
+ "instrumental": {
+ "SDR": 14.5972,
+ "SIR": 19.4296,
+ "SAR": 16.1956,
+ "ISR": 24.7395
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.70022,
- "SIR": 18.7999,
- "SAR": 9.07667,
- "ISR": 12.714
+ "SDR": 8.68528,
+ "SIR": 18.67,
+ "SAR": 8.78329,
+ "ISR": 12.5569
},
"instrumental": {
- "SDR": 12.9624,
- "SIR": 19.7319,
- "SAR": 14.9762,
- "ISR": 21.3663
+ "SDR": 13.5627,
+ "SIR": 19.5808,
+ "SAR": 15.463,
+ "ISR": 21.4697
}
}
},
@@ -4628,20 +4781,37 @@
"ISR": 26.6374
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 5.78824,
+ "SIR": 17.2413,
+ "SAR": 6.35979,
+ "ISR": 11.2602
+ },
+ "instrumental": {
+ "SDR": 14.9635,
+ "SIR": 19.5241,
+ "SAR": 16.1938,
+ "ISR": 24.8392
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.6596,
- "SIR": 19.2793,
- "SAR": 8.80304,
- "ISR": 12.4588
+ "SDR": 8.64287,
+ "SIR": 19.2692,
+ "SAR": 8.60117,
+ "ISR": 12.3695
},
"instrumental": {
- "SDR": 13.0979,
- "SIR": 19.5197,
- "SAR": 15.0563,
- "ISR": 21.1922
+ "SDR": 13.6161,
+ "SIR": 19.5219,
+ "SAR": 15.4529,
+ "ISR": 21.3153
}
}
},
@@ -4868,20 +5038,37 @@
"ISR": 27.9267
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.43966,
+ "SIR": 17.6976,
+ "SAR": 6.78796,
+ "ISR": 11.3965
+ },
+ "instrumental": {
+ "SDR": 14.0883,
+ "SIR": 18.396,
+ "SAR": 15.4366,
+ "ISR": 24.944
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.70133,
- "SIR": 20.7771,
- "SAR": 8.96628,
- "ISR": 12.0406
+ "SDR": 8.64396,
+ "SIR": 19.712,
+ "SAR": 8.45781,
+ "ISR": 12.0364
},
"instrumental": {
- "SDR": 12.8085,
- "SIR": 18.9793,
- "SAR": 15.0333,
- "ISR": 21.2653
+ "SDR": 13.4484,
+ "SIR": 18.8546,
+ "SAR": 15.235,
+ "ISR": 22.112
}
}
},
@@ -5108,20 +5295,37 @@
"ISR": 27.4427
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.6711,
+ "SIR": 18.0848,
+ "SAR": 6.89336,
+ "ISR": 11.3345
+ },
+ "instrumental": {
+ "SDR": 14.3313,
+ "SIR": 18.9451,
+ "SAR": 15.6149,
+ "ISR": 25.2544
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.6614,
- "SIR": 20.2237,
- "SAR": 9.18637,
- "ISR": 12.5797
+ "SDR": 8.62843,
+ "SIR": 19.4616,
+ "SAR": 8.75148,
+ "ISR": 12.3716
},
"instrumental": {
- "SDR": 13.0206,
- "SIR": 19.2392,
- "SAR": 15.3373,
- "ISR": 20.6964
+ "SDR": 13.631,
+ "SIR": 19.0922,
+ "SAR": 15.4761,
+ "ISR": 21.481
}
}
},
@@ -5348,20 +5552,37 @@
"ISR": 27.503
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 7.25203,
+ "SIR": 18.8013,
+ "SAR": 7.45612,
+ "ISR": 12.4327
+ },
+ "instrumental": {
+ "SDR": 13.614,
+ "SIR": 18.0469,
+ "SAR": 15.2312,
+ "ISR": 25.1401
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.89648,
- "SIR": 19.9102,
- "SAR": 9.35723,
- "ISR": 12.9232
+ "SDR": 8.7696,
+ "SIR": 19.3558,
+ "SAR": 8.88405,
+ "ISR": 12.8259
},
"instrumental": {
- "SDR": 13.0762,
- "SIR": 19.7323,
- "SAR": 15.1034,
- "ISR": 21.7636
+ "SDR": 13.3451,
+ "SIR": 19.263,
+ "SAR": 15.1673,
+ "ISR": 22.0936
}
}
},
@@ -5588,20 +5809,37 @@
"ISR": 28.4553
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 7.25525,
+ "SIR": 19.6589,
+ "SAR": 7.16343,
+ "ISR": 11.5635
+ },
+ "instrumental": {
+ "SDR": 13.1225,
+ "SIR": 16.846,
+ "SAR": 15.0242,
+ "ISR": 26.1152
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.87081,
- "SIR": 21.4839,
- "SAR": 9.28839,
- "ISR": 12.5775
+ "SDR": 8.75437,
+ "SIR": 20.5714,
+ "SAR": 8.74247,
+ "ISR": 12.3809
},
"instrumental": {
- "SDR": 13.3908,
- "SIR": 19.119,
- "SAR": 15.3823,
- "ISR": 21.4844
+ "SDR": 13.2567,
+ "SIR": 18.5598,
+ "SAR": 15.2641,
+ "ISR": 21.8617
}
}
},
@@ -5828,20 +6066,37 @@
"ISR": 28.0676
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.82749,
+ "SIR": 19.196,
+ "SAR": 6.84891,
+ "ISR": 11.0321
+ },
+ "instrumental": {
+ "SDR": 13.3009,
+ "SIR": 17.0932,
+ "SAR": 15.276,
+ "ISR": 26.1144
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.82975,
- "SIR": 21.0804,
- "SAR": 9.26727,
- "ISR": 12.2981
+ "SDR": 8.74019,
+ "SIR": 20.2964,
+ "SAR": 8.63884,
+ "ISR": 12.2375
},
"instrumental": {
- "SDR": 13.3612,
- "SIR": 19.3774,
- "SAR": 15.3898,
- "ISR": 21.4503
+ "SDR": 13.3311,
+ "SIR": 18.8104,
+ "SAR": 15.3329,
+ "ISR": 21.6986
}
}
},
@@ -6068,20 +6323,37 @@
"ISR": 23.167
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 0.40391,
+ "SIR": 13.7794,
+ "SAR": 0.06788,
+ "ISR": 4.86253
+ },
+ "instrumental": {
+ "SDR": 9.05201,
+ "SIR": 10.1529,
+ "SAR": 12.2732,
+ "ISR": 25.1146
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 0.04364,
- "SIR": 8.2827,
- "SAR": -0.01832,
- "ISR": 1.66201
+ "SDR": 0.178258,
+ "SIR": 10.4292,
+ "SAR": -0.007215,
+ "ISR": 1.97172
},
"instrumental": {
- "SDR": 7.71278,
- "SIR": 8.18763,
- "SAR": 18.4705,
- "ISR": 19.3149
+ "SDR": 7.84337,
+ "SIR": 9.12331,
+ "SAR": 17.136,
+ "ISR": 19.6269
}
}
},
@@ -6308,20 +6580,37 @@
"ISR": 27.9942
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.02652,
+ "SIR": 17.354,
+ "SAR": 6.1273,
+ "ISR": 10.6004
+ },
+ "instrumental": {
+ "SDR": 12.9385,
+ "SIR": 16.7924,
+ "SAR": 14.934,
+ "ISR": 25.139
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 7.93557,
- "SIR": 19.3656,
- "SAR": 8.4096,
- "ISR": 11.5903
+ "SDR": 7.75643,
+ "SIR": 19.0005,
+ "SAR": 8.11201,
+ "ISR": 11.4831
},
"instrumental": {
- "SDR": 11.8457,
- "SIR": 17.3718,
- "SAR": 14.0378,
- "ISR": 20.8239
+ "SDR": 12.3921,
+ "SIR": 17.3614,
+ "SAR": 14.4859,
+ "ISR": 21.1833
}
}
},
@@ -6548,20 +6837,37 @@
"ISR": 28.774
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 6.09956,
+ "SIR": 18.5909,
+ "SAR": 6.58563,
+ "ISR": 10.455
+ },
+ "instrumental": {
+ "SDR": 14.4724,
+ "SIR": 18.4273,
+ "SAR": 16.0907,
+ "ISR": 26.9517
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.42826,
- "SIR": 20.1487,
- "SAR": 8.67216,
- "ISR": 12.0575
+ "SDR": 8.3611,
+ "SIR": 19.9327,
+ "SAR": 8.53899,
+ "ISR": 11.7024
},
"instrumental": {
- "SDR": 12.7627,
- "SIR": 18.3341,
- "SAR": 14.7534,
- "ISR": 21.4583
+ "SDR": 13.4481,
+ "SIR": 18.3807,
+ "SAR": 15.376,
+ "ISR": 21.9515
}
}
},
@@ -6788,20 +7094,37 @@
"ISR": 27.4692
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
+ "vocals": {
+ "SDR": 5.86578,
+ "SIR": 16.7447,
+ "SAR": 6.12781,
+ "ISR": 12.138
+ },
+ "instrumental": {
+ "SDR": 14.7448,
+ "SIR": 20.9252,
+ "SAR": 15.6285,
+ "ISR": 24.7113
+ }
+ }
}
],
"median_scores": {
"vocals": {
- "SDR": 8.19721,
- "SIR": 18.8175,
- "SAR": 8.39711,
- "ISR": 14.4782
+ "SDR": 8.13631,
+ "SIR": 18.7657,
+ "SAR": 8.27888,
+ "ISR": 14.3488
},
"instrumental": {
- "SDR": 12.6227,
- "SIR": 19.7225,
- "SAR": 13.4869,
- "ISR": 21.1843
+ "SDR": 13.2379,
+ "SIR": 20.3098,
+ "SAR": 14.2498,
+ "ISR": 21.1945
}
}
},
@@ -7028,20 +7351,37 @@
"ISR": 29.3976
}
}
+ },
+ {
+ "track_name": "Auctioneer - Our Future Faces",
+ "scores": {
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+ "htdemucs.yaml": {
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@@ -14120,16 +14542,28 @@
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},
@@ -14137,16 +14571,28 @@
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@@ -14154,16 +14600,28 @@
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@@ -14171,16 +14629,28 @@
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@@ -14188,16 +14658,28 @@
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@@ -14205,16 +14687,28 @@
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@@ -14273,16 +14803,28 @@
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@@ -14290,52 +14832,140 @@
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@@ -14360,16 +15002,28 @@
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@@ -14377,16 +15031,28 @@
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@@ -14394,16 +15060,28 @@
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@@ -14411,16 +15089,28 @@
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@@ -14428,16 +15118,28 @@
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@@ -14445,16 +15147,28 @@
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@@ -14462,16 +15176,28 @@
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@@ -14479,16 +15205,28 @@
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@@ -14496,16 +15234,28 @@
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@@ -14513,52 +15263,140 @@
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},
- "MDX23C-8KFFT-InstVoc_HQ_2.ckpt": {
- "model_name": "MDX23C Model VIP: MDX23C-InstVoc HQ 2",
+ "htdemucs_6s.yaml": {
+ "model_name": "Demucs v4: htdemucs_6s",
"track_scores": [
{
"track_name": "Moosmusic - Big Dummy Shake",
"scores": {
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@@ -14566,16 +15404,28 @@
"track_name": "A Classic Education - NightOwl",
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}
},
@@ -14583,16 +15433,28 @@
"track_name": "ANiMAL - Clinic A",
"scores": {
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}
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@@ -14600,16 +15462,28 @@
"track_name": "ANiMAL - Easy Tiger",
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}
}
},
@@ -14617,16 +15491,28 @@
"track_name": "ANiMAL - Rockshow",
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}
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@@ -14634,16 +15520,28 @@
"track_name": "Actions - Devil's Words",
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}
}
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@@ -14651,16 +15549,28 @@
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}
},
@@ -14668,16 +15578,28 @@
"track_name": "Actions - South Of The Water",
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+ "SAR": -7.86712,
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}
}
},
@@ -14685,33 +15607,57 @@
"track_name": "Aimee Norwich - Child",
"scores": {
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- }
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+ "drums": {
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+ "SIR": 4.44369,
+ "SAR": -0.20347,
+ "ISR": 0.3609
+ }
+ }
+ },
{
"track_name": "Alexander Ross - Goodbye Bolero",
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},
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}
}
},
@@ -14719,16 +15665,28 @@
"track_name": "Alexander Ross - Velvet Curtain",
"scores": {
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+ "SAR": 0.00346,
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}
}
},
@@ -14736,52 +15694,99 @@
"track_name": "Angela Thomas Wade - Milk Cow Blues",
"scores": {
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+ "SIR": 4.73975,
+ "SAR": 0.40972,
+ "ISR": 2.0314
+ }
+ }
+ },
+ {
+ "track_name": "Atlantis Bound - It Was My Fault For Waiting",
+ "scores": {
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}
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],
"median_scores": {
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}
},
- "model_bs_roformer_ep_317_sdr_12.9755.ckpt": {
- "model_name": "Roformer Model: BS-Roformer-Viperx-1297",
+ "MDX23C-8KFFT-InstVoc_HQ.ckpt": {
+ "model_name": "MDX23C Model: MDX23C-InstVoc HQ",
"track_scores": [
{
"track_name": "Moosmusic - Big Dummy Shake",
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}
}
},
@@ -14789,16 +15794,16 @@
"track_name": "A Classic Education - NightOwl",
"scores": {
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}
}
},
@@ -14806,16 +15811,16 @@
"track_name": "ANiMAL - Clinic A",
"scores": {
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}
}
},
@@ -14823,16 +15828,16 @@
"track_name": "ANiMAL - Easy Tiger",
"scores": {
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}
}
},
@@ -14840,16 +15845,16 @@
"track_name": "ANiMAL - Rockshow",
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},
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}
}
},
@@ -14857,16 +15862,16 @@
"track_name": "Actions - Devil's Words",
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}
}
},
@@ -14874,16 +15879,16 @@
"track_name": "Actions - One Minute Smile",
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}
},
@@ -14891,16 +15896,16 @@
"track_name": "Actions - South Of The Water",
"scores": {
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},
@@ -14908,16 +15913,16 @@
"track_name": "Aimee Norwich - Child",
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},
@@ -14925,16 +15930,16 @@
"track_name": "Alexander Ross - Goodbye Bolero",
"scores": {
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},
@@ -14942,16 +15947,16 @@
"track_name": "Alexander Ross - Velvet Curtain",
"scores": {
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@@ -15286,16 +16325,16 @@
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@@ -15303,16 +16342,16 @@
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@@ -15320,16 +16359,16 @@
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@@ -15337,16 +16376,16 @@
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@@ -15354,16 +16393,16 @@
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@@ -15371,16 +16410,16 @@
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+ "model_bs_roformer_ep_317_sdr_12.9755.ckpt": {
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@@ -15458,16 +16514,16 @@
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@@ -15543,16 +16599,16 @@
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@@ -15577,16 +18650,16 @@
"track_name": "Aimee Norwich - Child",
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},
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}
}
},
@@ -15594,16 +18667,16 @@
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},
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}
}
},
@@ -15611,16 +18684,16 @@
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},
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}
},
@@ -15628,52 +18701,63 @@
"track_name": "Angela Thomas Wade - Milk Cow Blues",
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+ {
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}
},
- "vocals_mel_band_roformer.ckpt": {
- "model_name": "Roformer Model: MelBand Roformer | Vocals by Kimberley Jensen",
+ "MelBandRoformerSYHFTV3Epsilon.ckpt": {
+ "model_name": "Roformer Model: MelBand Roformer Kim | SYHFT V3 by SYH99999",
"track_scores": [
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}
},
@@ -15681,16 +18765,16 @@
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}
},
@@ -15698,16 +18782,16 @@
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}
},
@@ -15715,16 +18799,16 @@
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}
},
@@ -15732,16 +18816,16 @@
"track_name": "Actions - Devil's Words",
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}
},
@@ -15749,16 +18833,16 @@
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}
},
@@ -15766,16 +18850,16 @@
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},
@@ -15783,16 +18867,16 @@
"track_name": "Aimee Norwich - Child",
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},
@@ -15800,80 +18884,97 @@
"track_name": "Alexander Ross - Goodbye Bolero",
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+ }
+ }
+ },
+ {
+ "track_name": "Alexander Ross - Velvet Curtain",
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{
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+ "track_name": "Angela Thomas Wade - Milk Cow Blues",
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},
{
- "track_name": "Angela Thomas Wade - Milk Cow Blues",
+ "track_name": "Atlantis Bound - It Was My Fault For Waiting",
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}
}
},
- "mel_band_roformer_kim_ft_unwa.ckpt": {
- "model_name": "Roformer Model: MelBand Roformer Kim | FT by unwa",
+ "MelBandRoformerBigSYHFTV1.ckpt": {
+ "model_name": "Roformer Model: MelBand Roformer Kim | Big SYHFT V1 by SYH99999",
"track_scores": [
{
"track_name": "A Classic Education - NightOwl",
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}
},
@@ -15881,16 +18982,16 @@
"track_name": "ANiMAL - Clinic A",
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}
}
},
@@ -15898,16 +18999,16 @@
"track_name": "ANiMAL - Easy Tiger",
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},
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+ "SAR": -6.88454,
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}
}
},
@@ -15915,16 +19016,16 @@
"track_name": "ANiMAL - Rockshow",
"scores": {
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- "SIR": 6.61981,
- "SAR": 5.88247,
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},
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}
}
},
@@ -15932,16 +19033,16 @@
"track_name": "Actions - Devil's Words",
"scores": {
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}
}
},
@@ -15949,16 +19050,16 @@
"track_name": "Actions - One Minute Smile",
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}
}
},
@@ -15966,16 +19067,16 @@
"track_name": "Actions - South Of The Water",
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},
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}
}
},
@@ -15983,16 +19084,16 @@
"track_name": "Aimee Norwich - Child",
"scores": {
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}
}
},
@@ -16000,16 +19101,16 @@
"track_name": "Alexander Ross - Goodbye Bolero",
"scores": {
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},
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}
}
},
@@ -16017,16 +19118,16 @@
"track_name": "Alexander Ross - Velvet Curtain",
"scores": {
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}
}
},
@@ -16034,63 +19135,63 @@
"track_name": "Angela Thomas Wade - Milk Cow Blues",
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+ "SIR": 26.7615,
+ "SAR": -0.27375,
+ "ISR": 19.3057
+ }
+ }
+ },
+ {
+ "track_name": "Atlantis Bound - It Was My Fault For Waiting",
+ "scores": {
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+ "SIR": 25.9719,
+ "SAR": 12.925,
+ "ISR": 16.0315
+ },
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}
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}
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}
}
},
- "melband_roformer_inst_v1e.ckpt": {
- "model_name": "Roformer Model: MelBand Roformer Kim | Inst V1 (E) by Unwa",
+ "melband_roformer_big_beta4.ckpt": {
+ "model_name": "Roformer Model: MelBand Roformer Kim | Big Beta 4 FT by unwa",
"track_scores": [
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{
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}
}
},
@@ -16098,16 +19199,16 @@
"track_name": "ANiMAL - Clinic A",
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}
}
},
@@ -16115,16 +19216,16 @@
"track_name": "ANiMAL - Easy Tiger",
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},
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}
}
},
@@ -16132,16 +19233,16 @@
"track_name": "ANiMAL - Rockshow",
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},
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}
}
},
@@ -16149,16 +19250,16 @@
"track_name": "Actions - Devil's Words",
"scores": {
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},
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}
}
},
@@ -16166,16 +19267,16 @@
"track_name": "Actions - One Minute Smile",
"scores": {
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},
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+ "other": {
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}
}
},
@@ -16183,16 +19284,16 @@
"track_name": "Actions - South Of The Water",
"scores": {
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},
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}
}
},
@@ -16200,16 +19301,16 @@
"track_name": "Aimee Norwich - Child",
"scores": {
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},
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}
}
},
@@ -16217,16 +19318,16 @@
"track_name": "Alexander Ross - Goodbye Bolero",
"scores": {
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- "SAR": 13.116,
- "ISR": 15.3484
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},
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+ "other": {
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}
}
},
@@ -16234,16 +19335,16 @@
"track_name": "Alexander Ross - Velvet Curtain",
"scores": {
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},
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+ "other": {
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}
}
},
@@ -16251,52 +19352,46 @@
"track_name": "Angela Thomas Wade - Milk Cow Blues",
"scores": {
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},
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+ "other": {
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}
}
}
],
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- },
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}
}
},
- "MelBandRoformerSYHFT.ckpt": {
- "model_name": "Roformer Model: MelBand Roformer Kim | SYHFT by SYH99999",
+ "melband_roformer_big_beta5e.ckpt": {
+ "model_name": "Roformer Model: MelBand Roformer Kim | Big Beta 5e FT by unwa",
"track_scores": [
{
"track_name": "A Classic Education - NightOwl",
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}
}
},
@@ -16304,16 +19399,16 @@
"track_name": "ANiMAL - Clinic A",
"scores": {
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}
}
},
@@ -16321,16 +19416,16 @@
"track_name": "ANiMAL - Easy Tiger",
"scores": {
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+ "SDR": 12.3365,
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}
}
},
@@ -16338,16 +19433,16 @@
"track_name": "ANiMAL - Rockshow",
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+ "SDR": 2.90358,
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+ "SDR": -7.09233,
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}
},
@@ -16355,16 +19450,16 @@
"track_name": "Actions - Devil's Words",
"scores": {
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- "ISR": 13.3661
+ "bass": {
+ "SDR": 13.4702,
+ "SIR": 23.2104,
+ "SAR": 14.2076,
+ "ISR": 16.4926
},
- "other": {
- "SDR": -7.22498,
- "SIR": 20.9114,
- "SAR": -8.28144,
- "ISR": 17.7217
+ "instrumental": {
+ "SDR": 1.55335,
+ "SIR": 2.39983,
+ "SAR": 5.29428,
+ "ISR": 2.76656
}
}
},
{
"track_name": "Alexander Ross - Goodbye Bolero",
"scores": {
- "vocals": {
- "SDR": 14.0121,
- "SIR": 31.7821,
- "SAR": 14.7973,
- "ISR": 18.4656
+ "bass": {
+ "SDR": 7.70288,
+ "SIR": 20.2693,
+ "SAR": 7.73998,
+ "ISR": 10.0089
},
- "other": {
- "SDR": 4.02268,
- "SIR": 30.3784,
- "SAR": 3.12026,
- "ISR": 18.9133
+ "instrumental": {
+ "SDR": 8.12446,
+ "SIR": 11.7788,
+ "SAR": 15.7118,
+ "ISR": 12.3598
}
}
},
{
"track_name": "Alexander Ross - Velvet Curtain",
"scores": {
- "vocals": {
- "SDR": 14.2051,
- "SIR": 24.8128,
- "SAR": 12.7727,
- "ISR": 14.4255
+ "bass": {
+ "SDR": 10.2519,
+ "SIR": 19.9879,
+ "SAR": 10.3312,
+ "ISR": 12.7349
},
- "other": {
- "SDR": 0.4686,
- "SIR": 19.5755,
- "SAR": -0.67883,
- "ISR": 17.4066
+ "instrumental": {
+ "SDR": 3.09573,
+ "SIR": 7.95487,
+ "SAR": 3.87341,
+ "ISR": 9.70361
}
}
},
{
"track_name": "Angela Thomas Wade - Milk Cow Blues",
"scores": {
- "vocals": {
- "SDR": 15.5632,
- "SIR": 38.4082,
- "SAR": 17.4184,
- "ISR": 18.9371
+ "bass": {
+ "SDR": 9.74868,
+ "SIR": 21.1154,
+ "SAR": 7.09004,
+ "ISR": 8.64697
},
- "other": {
- "SDR": 0.55558,
- "SIR": 27.9603,
- "SAR": -0.32981,
- "ISR": 19.1225
+ "instrumental": {
+ "SDR": 5.17796,
+ "SIR": 8.194,
+ "SAR": 4.2851,
+ "ISR": 10.403
}
}
}
],
"median_scores": {
- "vocals": {
- "SDR": 12.5156,
- "SIR": 23.8458,
- "SAR": 12.7727,
- "ISR": 16.3227
+ "bass": {
+ "SDR": 9.8357,
+ "SIR": 21.1154,
+ "SAR": 10.1956,
+ "ISR": 12.7349
+ },
+ "instrumental": {
+ "SDR": 2.2203,
+ "SIR": 7.40689,
+ "SAR": 3.87341,
+ "ISR": 7.82504
}
}
},
- "melband_roformer_big_beta5e.ckpt": {
- "model_name": "Roformer Model: MelBand Roformer Kim | Big Beta 5e FT by unwa",
+ "kuielab_b_drums.onnx": {
+ "model_name": "MDX-Net Model: kuielab_b_drums",
"track_scores": [
{
"track_name": "A Classic Education - NightOwl",
"scores": {
- "vocals": {
- "SDR": 7.49169,
- "SIR": 22.6356,
- "SAR": 7.5593,
- "ISR": 12.2271
+ "drums": {
+ "SDR": 2.5684,
+ "SIR": 15.1012,
+ "SAR": 0.54169,
+ "ISR": 3.75755
},
- "other": {
- "SDR": -4.19563,
- "SIR": 19.085,
- "SAR": -5.23404,
- "ISR": 16.9934
+ "instrumental": {
+ "SDR": 10.5504,
+ "SIR": 25.3366,
+ "SAR": 10.7179,
+ "ISR": 18.4031
}
}
},
{
"track_name": "ANiMAL - Clinic A",
"scores": {
- "vocals": {
- "SDR": 9.23716,
- "SIR": 25.0451,
- "SAR": 9.27043,
- "ISR": 13.7221
+ "drums": {
+ "SDR": 6.2011,
+ "SIR": 19.1452,
+ "SAR": 5.91363,
+ "ISR": 9.29231
},
- "other": {
- "SDR": -0.44997,
- "SIR": 19.5867,
- "SAR": -1.46239,
- "ISR": 16.7816
+ "instrumental": {
+ "SDR": 6.00811,
+ "SIR": 12.5654,
+ "SAR": 6.30249,
+ "ISR": 14.0578
}
}
},
{
"track_name": "ANiMAL - Easy Tiger",
"scores": {
- "vocals": {
- "SDR": 12.3365,
- "SIR": 25.8589,
- "SAR": 13.1486,
- "ISR": 16.8873
+ "drums": {
+ "SDR": 8.19709,
+ "SIR": 14.5978,
+ "SAR": 8.67332,
+ "ISR": 14.11
},
- "other": {
- "SDR": -5.7321,
- "SIR": 23.2169,
- "SAR": -6.91466,
- "ISR": 16.8053
+ "instrumental": {
+ "SDR": 2.25324,
+ "SIR": 5.2431,
+ "SAR": 2.28704,
+ "ISR": 5.50651
}
}
},
{
"track_name": "ANiMAL - Rockshow",
"scores": {
- "vocals": {
- "SDR": 2.90358,
- "SIR": 6.27191,
- "SAR": 5.74066,
- "ISR": 13.3394
+ "drums": {
+ "SDR": 7.10067,
+ "SIR": 16.2967,
+ "SAR": 7.89512,
+ "ISR": 10.2504
},
- "other": {
- "SDR": -7.09233,
- "SIR": 12.8478,
- "SAR": -11.4024,
- "ISR": 6.09584
+ "instrumental": {
+ "SDR": 3.56954,
+ "SIR": 6.40193,
+ "SAR": 5.72985,
+ "ISR": 7.30478
}
}
},
{
"track_name": "Actions - Devil's Words",
"scores": {
- "vocals": {
- "SDR": 13.7324,
- "SIR": 24.5787,
- "SAR": 14.505,
- "ISR": 17.2205
+ "drums": {
+ "SDR": 8.63067,
+ "SIR": 18.6,
+ "SAR": 9.37125,
+ "ISR": 12.8421
},
- "other": {
- "SDR": -0.92488,
- "SIR": 22.9787,
- "SAR": -2.17855,
- "ISR": 15.9968
+ "instrumental": {
+ "SDR": 1.17916,
+ "SIR": 5.92972,
+ "SAR": 0.17392,
+ "ISR": 7.40509
}
}
},
{
"track_name": "Actions - One Minute Smile",
"scores": {
- "vocals": {
- "SDR": 10.9304,
- "SIR": 18.8269,
- "SAR": 11.777,
- "ISR": 16.2412
+ "drums": {
+ "SDR": 8.49692,
+ "SIR": 18.744,
+ "SAR": 9.72448,
+ "ISR": 11.6189
},
- "other": {
- "SDR": 0.58929,
- "SIR": 21.4928,
- "SAR": -0.80436,
- "ISR": 14.3095
+ "instrumental": {
+ "SDR": 0.76547,
+ "SIR": 7.22604,
+ "SAR": -0.55118,
+ "ISR": 6.21183
}
}
},
{
"track_name": "Actions - South Of The Water",
"scores": {
- "vocals": {
- "SDR": 12.4935,
- "SIR": 22.062,
- "SAR": 13.3449,
- "ISR": 16.289
+ "drums": {
+ "SDR": 8.75381,
+ "SIR": 19.6976,
+ "SAR": 9.48677,
+ "ISR": 13.153
},
- "other": {
- "SDR": -3.72188,
- "SIR": 20.0211,
- "SAR": -5.03224,
- "ISR": 15.0456
+ "instrumental": {
+ "SDR": 3.27906,
+ "SIR": 9.50116,
+ "SAR": 3.46903,
+ "ISR": 8.97561
}
}
},
{
"track_name": "Aimee Norwich - Child",
"scores": {
- "vocals": {
- "SDR": 8.64817,
- "SIR": 22.9176,
- "SAR": 8.86618,
- "ISR": 13.8414
+ "drums": {
+ "SDR": 6.91812,
+ "SIR": 15.559,
+ "SAR": 7.41762,
+ "ISR": 11.2848
},
- "other": {
- "SDR": -7.19083,
- "SIR": 20.325,
- "SAR": -8.31767,
- "ISR": 17.4081
+ "instrumental": {
+ "SDR": 6.16064,
+ "SIR": 8.82203,
+ "SAR": 8.57605,
+ "ISR": 9.51061
}
}
},
{
"track_name": "Alexander Ross - Goodbye Bolero",
"scores": {
- "vocals": {
- "SDR": 13.7216,
- "SIR": 34.0572,
- "SAR": 14.883,
- "ISR": 17.6855
+ "drums": {
+ "SDR": 5.84413,
+ "SIR": 15.0591,
+ "SAR": 5.80223,
+ "ISR": 9.94096
},
- "other": {
- "SDR": 4.03792,
- "SIR": 28.5062,
- "SAR": 3.14876,
- "ISR": 18.932
+ "instrumental": {
+ "SDR": 5.82193,
+ "SIR": 11.3604,
+ "SAR": 10.9842,
+ "ISR": 10.4279
}
}
},
{
"track_name": "Alexander Ross - Velvet Curtain",
"scores": {
- "vocals": {
- "SDR": 13.9148,
- "SIR": 23.3127,
- "SAR": 12.734,
- "ISR": 14.1068
+ "drums": {
+ "SDR": 7.06685,
+ "SIR": 13.2933,
+ "SAR": 7.03635,
+ "ISR": 12.0527
},
- "other": {
- "SDR": 0.49315,
- "SIR": 18.4418,
- "SAR": -0.69737,
- "ISR": 16.8923
+ "instrumental": {
+ "SDR": 3.0867,
+ "SIR": 6.60793,
+ "SAR": 3.4161,
+ "ISR": 6.36216
}
}
},
{
"track_name": "Angela Thomas Wade - Milk Cow Blues",
"scores": {
- "vocals": {
- "SDR": 15.5306,
- "SIR": 38.2973,
- "SAR": 17.6089,
- "ISR": 18.721
+ "drums": {
+ "SDR": 9.58602,
+ "SIR": 16.7514,
+ "SAR": 10.5066,
+ "ISR": 14.8305
},
- "other": {
- "SDR": 0.55652,
- "SIR": 27.5824,
- "SAR": -0.31755,
- "ISR": 19.0682
+ "instrumental": {
+ "SDR": 2.9283,
+ "SIR": 7.34443,
+ "SAR": 5.63948,
+ "ISR": 6.3464
}
}
}
],
"median_scores": {
- "vocals": {
- "SDR": 12.3365,
- "SIR": 23.3127,
- "SAR": 12.734,
- "ISR": 16.2412
+ "drums": {
+ "SDR": 7.10067,
+ "SIR": 16.2967,
+ "SAR": 7.89512,
+ "ISR": 11.6189
+ },
+ "instrumental": {
+ "SDR": 3.27906,
+ "SIR": 7.34443,
+ "SAR": 5.63948,
+ "ISR": 7.40509
}
}
},
- "kuielab_a_other.onnx": {
- "model_name": "MDX-Net Model: kuielab_a_other",
- "track_scores": [],
- "median_scores": {}
- },
- "kuielab_a_bass.onnx": {
- "model_name": "MDX-Net Model: kuielab_a_bass",
- "track_scores": [],
- "median_scores": {}
- },
- "kuielab_a_drums.onnx": {
- "model_name": "MDX-Net Model: kuielab_a_drums",
- "track_scores": [],
- "median_scores": {}
- },
- "kuielab_b_other.onnx": {
- "model_name": "MDX-Net Model: kuielab_b_other",
- "track_scores": [],
- "median_scores": {}
- },
- "kuielab_b_bass.onnx": {
- "model_name": "MDX-Net Model: kuielab_b_bass",
- "track_scores": [],
- "median_scores": {}
- },
- "kuielab_b_drums.onnx": {
- "model_name": "MDX-Net Model: kuielab_b_drums",
- "track_scores": [],
- "median_scores": {}
- },
"denoise_mel_band_roformer_aufr33_sdr_27.9959.ckpt": {
"model_name": "Roformer Model: Mel-Roformer-Denoise-Aufr33",
"track_scores": [],
@@ -17739,5 +20845,15 @@
"model_name": "Roformer Model: MelBand Roformer | Bleed Suppressor V1 by unwa-97chris",
"track_scores": [],
"median_scores": {}
+ },
+ "Reverb_HQ_By_FoxJoy.onnx": {
+ "model_name": "MDX-Net Model: Reverb HQ By FoxJoy",
+ "track_scores": [],
+ "median_scores": {}
+ },
+ "UVR-MDX-NET_Crowd_HQ_1.onnx": {
+ "model_name": "MDX-Net Model: UVR-MDX-NET Crowd HQ 1 By Aufr33",
+ "track_scores": [],
+ "median_scores": {}
}
}
\ No newline at end of file
diff --git a/tests/model-metrics/test-all-models.py b/tests/model-metrics/test-all-models.py
index ff9c1e4..349c26b 100644
--- a/tests/model-metrics/test-all-models.py
+++ b/tests/model-metrics/test-all-models.py
@@ -37,8 +37,17 @@ def evaluate_track(track_name, track_path, test_model, mus_db):
scores = museval.TrackStore(track_name)
scores.scores = json_data
else:
- # Standard stem output names
- stem_mapping = {"Vocals": "vocals", "Instrumental": "instrumental", "Drums": "drums", "Bass": "bass", "Other": "other"}
+ # Expanded stem mapping to include "no-stem" outputs
+ stem_mapping = {
+ "Vocals": "vocals",
+ "Instrumental": "instrumental",
+ "Drums": "drums",
+ "Bass": "bass",
+ "Other": "other",
+ "No Drums": "nodrums",
+ "No Bass": "nobass",
+ "No Other": "noother"
+ }
# Perform separation if needed
if not os.path.exists(output_dir) or not os.listdir(output_dir):
@@ -47,12 +56,27 @@ def evaluate_track(track_name, track_path, test_model, mus_db):
separator.load_model(model_filename=test_model)
separator.separate(os.path.join(track_path, "mixture.wav"), custom_output_names=stem_mapping)
- # Check which stems were actually created
+ # Check which stems were actually created and pair them appropriately
available_stems = {}
- for musdb_name in ["vocals", "instrumental", "drums", "bass", "other"]:
- stem_path = os.path.join(output_dir, f"{musdb_name}.wav")
- if os.path.exists(stem_path):
- available_stems[musdb_name if musdb_name != "instrumental" else "accompaniment"] = stem_path
+ stem_pairs = {
+ "drums": "nodrums",
+ "bass": "nobass",
+ "other": "noother",
+ "vocals": "instrumental"
+ }
+
+ for main_stem, no_stem in stem_pairs.items():
+ # Construct full file paths for both the isolated stem and its complement
+ main_path = os.path.join(output_dir, f"{main_stem}.wav")
+ no_stem_path = os.path.join(output_dir, f"{no_stem}.wav")
+
+ # Only process this pair if both files exist
+ if os.path.exists(main_path) and os.path.exists(no_stem_path):
+ # Add the main stem with its path to available_stems
+ available_stems[main_stem] = main_path # This is already using the correct musdb name
+
+ # For the complement stem, always use "accompaniment" as that's what museval expects
+ available_stems["accompaniment"] = no_stem_path
if not available_stems:
logger.info(f"No evaluatable stems found for model {test_model}, skipping evaluation")