diff --git a/PolUVR/models-scores.json b/PolUVR/models-scores.json index c94955c..f2520ad 100644 --- a/PolUVR/models-scores.json +++ b/PolUVR/models-scores.json @@ -2,23 +2,6 @@ "1_HP-UVR.pth": { "model_name": "VR Arch Single Model v5: 1_HP-UVR", "track_scores": [ - { - "track_name": "Moosmusic - Big Dummy Shake", - "scores": { - "vocals": { - "SDR": 9.86522, - "SIR": 23.3587, - "SAR": 10.1785, - "ISR": 15.0739 - }, - "instrumental": { - "SDR": 15.7431, - "SIR": 20.9606, - "SAR": 17.3032, - "ISR": 29.0623 - } - } - }, { "track_name": "A Classic Education - NightOwl", "scores": { @@ -52,2238 +35,3563 @@ "ISR": 14.9249 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 5.33983, + "SIR": 13.7359, + "SAR": 5.29237, + "ISR": 10.8022 }, + "instrumental": { + "SDR": 12.7497, + "SIR": 18.7051, + "SAR": 15.2874, + "ISR": 16.8678 + } + }, + "stems": [ + "instrumental", + "vocals" + ], + "target_stem": "instrumental" + }, + "2_HP-UVR.pth": { + "model_name": "VR Arch Single Model v5: 2_HP-UVR", + "track_scores": [ { - "track_name": "ANiMAL - Easy Tiger", + "track_name": "A Classic Education - NightOwl", "scores": { "vocals": { - "SDR": 8.37912, - "SIR": 18.9104, - "SAR": 8.54122, - "ISR": 15.3526 + "SDR": 5.00778, + "SIR": 16.5022, + "SAR": 4.95801, + "ISR": 9.04026 }, "instrumental": { - "SDR": 15.3357, - "SIR": 21.73, - "SAR": 16.6099, - "ISR": 21.9107 + "SDR": 14.9485, + "SIR": 20.0149, + "SAR": 19.0058, + "ISR": 18.6304 } } }, { - "track_name": "ANiMAL - Rockshow", + "track_name": "ANiMAL - Clinic A", "scores": { "vocals": { - "SDR": 2.68601, - "SIR": 5.35433, - "SAR": 4.00494, - "ISR": 12.7504 + "SDR": 5.15725, + "SIR": 10.082, + "SAR": 5.58263, + "ISR": 12.6914 }, "instrumental": { - "SDR": 11.3974, - "SIR": 21.6121, - "SAR": 13.2817, - "ISR": 15.9813 + "SDR": 10.3331, + "SIR": 17.7535, + "SAR": 12.1266, + "ISR": 13.9989 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 5.08252, + "SIR": 13.2921, + "SAR": 5.27032, + "ISR": 10.8658 }, + "instrumental": { + "SDR": 12.6408, + "SIR": 18.8842, + "SAR": 15.5662, + "ISR": 16.3147 + } + }, + "stems": [ + "instrumental", + "vocals" + ], + "target_stem": "instrumental" + }, + "3_HP-Vocal-UVR.pth": { + "model_name": "VR Arch Single Model v5: 3_HP-Vocal-UVR", + "track_scores": [ { - "track_name": "Actions - Devil's Words", + "track_name": "A Classic Education - NightOwl", "scores": { "vocals": { - "SDR": 9.77937, - "SIR": 20.2537, - "SAR": 9.60245, - "ISR": 13.3208 + "SDR": 3.91517, + "SIR": 16.8581, + "SAR": 3.2452, + "ISR": 8.16718 }, "instrumental": { - "SDR": 12.781, - "SIR": 15.3895, - "SAR": 13.3742, - "ISR": 23.1482 + "SDR": 15.4662, + "SIR": 20.2019, + "SAR": 18.6457, + "ISR": 19.0081 } } }, { - "track_name": "Actions - One Minute Smile", + "track_name": "ANiMAL - Clinic A", "scores": { "vocals": { - "SDR": 8.84219, - "SIR": 16.1098, - "SAR": 9.47788, - "ISR": 13.4743 + "SDR": 4.87231, + "SIR": 10.679, + "SAR": 5.30314, + "ISR": 14.2979 }, "instrumental": { - "SDR": 11.0084, - "SIR": 15.7127, - "SAR": 12.9399, - "ISR": 19.7754 + "SDR": 10.1178, + "SIR": 19.7643, + "SAR": 11.6539, + "ISR": 14.2331 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 4.39374, + "SIR": 13.7686, + "SAR": 4.27417, + "ISR": 11.2325 }, + "instrumental": { + "SDR": 12.792, + "SIR": 19.9831, + "SAR": 15.1498, + "ISR": 16.6206 + } + }, + "stems": [ + "vocals", + "instrumental" + ], + "target_stem": "vocals" + }, + "4_HP-Vocal-UVR.pth": { + "model_name": "VR Arch Single Model v5: 4_HP-Vocal-UVR", + "track_scores": [ { - "track_name": "Actions - South Of The Water", + "track_name": "A Classic Education - NightOwl", "scores": { "vocals": { - "SDR": 9.73747, - "SIR": 18.9403, - "SAR": 10.333, - "ISR": 14.4066 + "SDR": 5.13247, + "SIR": 15.6369, + "SAR": 4.46161, + "ISR": 9.59156 }, "instrumental": { - "SDR": 14.318, - "SIR": 18.8837, - "SAR": 15.8694, - "ISR": 22.3595 + "SDR": 14.9272, + "SIR": 20.4818, + "SAR": 17.6023, + "ISR": 18.6389 } } }, { - "track_name": "Aimee Norwich - Child", + "track_name": "ANiMAL - Clinic A", "scores": { "vocals": { - "SDR": 5.91892, - "SIR": 20.3204, - "SAR": 5.93576, - "ISR": 10.5446 + "SDR": 4.70667, + "SIR": 9.1547, + "SAR": 5.63561, + "ISR": 15.3189 }, "instrumental": { - "SDR": 17.9788, - "SIR": 23.2555, - "SAR": 21.5719, - "ISR": 21.9236 + "SDR": 9.99389, + "SIR": 20.6067, + "SAR": 11.2725, + "ISR": 14.0836 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 4.91957, + "SIR": 12.3958, + "SAR": 5.04861, + "ISR": 12.4552 }, + "instrumental": { + "SDR": 12.4605, + "SIR": 20.5442, + "SAR": 14.4374, + "ISR": 16.3612 + } + }, + "stems": [ + "vocals", + "instrumental" + ], + "target_stem": "vocals" + }, + "5_HP-Karaoke-UVR.pth": { + "model_name": "VR Arch Single Model v5: 5_HP-Karaoke-UVR", + "track_scores": [ { - "track_name": "Alexander Ross - Goodbye Bolero", + "track_name": "A Classic Education - NightOwl", "scores": { "vocals": { - "SDR": 9.15237, - "SIR": 25.8856, - "SAR": 9.99461, - "ISR": 12.9868 + "SDR": 2.37002, + "SIR": 20.6581, + "SAR": 1.28458, + "ISR": 4.10107 }, "instrumental": { - "SDR": 12.4142, - "SIR": 16.693, - "SAR": 15.1214, - "ISR": 18.7991 + "SDR": 14.9129, + "SIR": 15.7183, + "SAR": 20.1, + "ISR": 19.509 } } }, { - "track_name": "Alexander Ross - Velvet Curtain", + "track_name": "ANiMAL - Clinic A", "scores": { "vocals": { - "SDR": 9.03781, - "SIR": 18.0127, - "SAR": 7.57484, - "ISR": 10.4891 + "SDR": 4.12631, + "SIR": 20.9962, + "SAR": 0.86005, + "ISR": 5.41791 }, "instrumental": { - "SDR": 13.3057, - "SIR": 14.2951, - "SAR": 13.8743, - "ISR": 24.6434 + "SDR": 9.77765, + "SIR": 10.6192, + "SAR": 13.3887, + "ISR": 18.5952 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 3.24817, + "SIR": 20.8272, + "SAR": 1.07232, + "ISR": 4.75949 }, + "instrumental": { + "SDR": 12.3453, + "SIR": 13.1687, + "SAR": 16.7444, + "ISR": 19.0521 + } + }, + "stems": [ + "instrumental", + "vocals" + ], + "target_stem": "instrumental" + }, + "6_HP-Karaoke-UVR.pth": { + "model_name": "VR Arch Single Model v5: 6_HP-Karaoke-UVR", + "track_scores": [ { - "track_name": "Angela Thomas Wade - Milk Cow Blues", + "track_name": "A Classic Education - NightOwl", "scores": { "vocals": { - "SDR": 10.2091, - "SIR": 23.0624, - "SAR": 10.6547, - "ISR": 17.3402 + "SDR": 2.40569, + "SIR": 22.1346, + "SAR": 0.01828, + "ISR": 4.20645 }, "instrumental": { - "SDR": 13.2878, - "SIR": 20.8786, - "SAR": 14.4586, - "ISR": 22.0027 + "SDR": 14.9884, + "SIR": 15.2129, + "SAR": 19.224, + "ISR": 19.398 } } }, { - "track_name": "Atlantis Bound - It Was My Fault For Waiting", + "track_name": "ANiMAL - Clinic A", "scores": { "vocals": { - "SDR": 10.0986, - "SIR": 20.6672, - "SAR": 9.75169, - "ISR": 15.2152 + "SDR": 4.61504, + "SIR": 18.5853, + "SAR": 1.75763, + "ISR": 6.13348 }, "instrumental": { - "SDR": 14.9512, - "SIR": 21.3993, - "SAR": 16.138, - "ISR": 27.0006 + "SDR": 10.3293, + "SIR": 11.221, + "SAR": 13.52, + "ISR": 18.4318 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 3.51036, + "SIR": 20.3599, + "SAR": 0.887955, + "ISR": 5.16996 }, + "instrumental": { + "SDR": 12.6589, + "SIR": 13.217, + "SAR": 16.372, + "ISR": 18.9149 + } + }, + "stems": [ + "instrumental", + "vocals" + ], + "target_stem": "instrumental" + }, + "7_HP2-UVR.pth": { + "model_name": "VR Arch Single Model v5: 7_HP2-UVR", + "track_scores": [ { - "track_name": "Auctioneer - Our Future Faces", + "track_name": "A Classic Education - NightOwl", "scores": { "vocals": { - "SDR": 6.76939, - "SIR": 17.5586, - "SAR": 6.98892, - "ISR": 12.3147 + "SDR": 4.93236, + "SIR": 17.387, + "SAR": 4.36463, + "ISR": 8.40421 }, "instrumental": { - "SDR": 14.8124, - "SIR": 20.1259, - "SAR": 15.7944, - "ISR": 24.8105 + "SDR": 15.0848, + "SIR": 19.1375, + "SAR": 18.9953, + "ISR": 18.7277 } } }, { - "track_name": "AvaLuna - Waterduct", + "track_name": "ANiMAL - Clinic A", "scores": { "vocals": { - "SDR": 7.43502, - "SIR": 18.5542, - "SAR": 7.8475, - "ISR": 13.134 + "SDR": 6.05415, + "SIR": 13.9499, + "SAR": 6.28066, + "ISR": 12.4333 }, "instrumental": { - "SDR": 15.5321, - "SIR": 20.5767, - "SAR": 16.245, - "ISR": 18.7807 + "SDR": 11.1818, + "SIR": 17.7609, + "SAR": 13.2374, + "ISR": 15.8376 } } + } + ], + "median_scores": { + "vocals": { + "SDR": 5.49325, + "SIR": 15.6684, + "SAR": 5.32264, + "ISR": 10.4188 }, + "instrumental": { + "SDR": 13.1333, + "SIR": 18.4492, + "SAR": 16.1164, + "ISR": 17.2827 + } + }, + "stems": [ + "instrumental", + "vocals" + ], + "target_stem": "instrumental" + }, + "8_HP2-UVR.pth": { + "model_name": "VR Arch Single Model v5: 8_HP2-UVR", + "track_scores": [ { - 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"SAR": 9.56985, - "ISR": 12.7389 - }, - "instrumental": { - "SDR": 2.47945, - "SIR": 7.68088, - "SAR": 4.07925, - "ISR": 8.69128 - } - }, - "stems": [ - "bass", - "no bass" - ], - "target_stem": "bass" - }, - "kuielab_b_drums.onnx": { - "model_name": "MDX-Net Model: kuielab_b_drums", - "track_scores": [ - { - "track_name": "A Classic Education - NightOwl", - "scores": { - "drums": { - "SDR": 2.5684, - "SIR": 15.1012, - "SAR": 0.54169, - "ISR": 3.75755 - }, - "instrumental": { - "SDR": 10.5504, - "SIR": 25.3366, - "SAR": 10.7179, - "ISR": 18.4031 - } - } - }, - { - "track_name": "ANiMAL - Clinic A", - "scores": { - "drums": { - "SDR": 6.2011, - "SIR": 19.1452, - "SAR": 5.91363, - "ISR": 9.29231 - }, - "instrumental": { - "SDR": 6.00811, - "SIR": 12.5654, - "SAR": 6.30249, - "ISR": 14.0578 - } - } - }, - { - "track_name": "ANiMAL - Easy Tiger", - "scores": { - "drums": { - "SDR": 8.19709, - "SIR": 14.5978, - "SAR": 8.67332, - "ISR": 14.11 - }, - "instrumental": { - "SDR": 2.25324, - "SIR": 5.2431, - "SAR": 2.28704, - "ISR": 5.50651 - } - } - }, - { - "track_name": "ANiMAL - Rockshow", - "scores": { - "drums": { - "SDR": 7.10067, - "SIR": 16.2967, - "SAR": 7.89512, - "ISR": 10.2504 - }, - "instrumental": { - "SDR": 3.56954, - "SIR": 6.40193, - "SAR": 5.72985, - "ISR": 7.30478 - } - } - }, - { - "track_name": "Actions - Devil's Words", - "scores": { - "drums": { - "SDR": 8.63067, - "SIR": 18.6, - "SAR": 9.37125, - "ISR": 12.8421 - }, - "instrumental": { - "SDR": 1.17916, - "SIR": 5.92972, - "SAR": 0.17392, - "ISR": 7.40509 - } - } - }, - { - "track_name": "Actions - One Minute Smile", - "scores": { - "drums": { - "SDR": 8.49692, - "SIR": 18.744, - "SAR": 9.72448, - "ISR": 11.6189 - }, - "instrumental": { - "SDR": 0.76547, - "SIR": 7.22604, - "SAR": -0.55118, - "ISR": 6.21183 - } - } - }, - { - "track_name": "Actions - South Of The Water", - "scores": { - "drums": { - "SDR": 8.75381, - "SIR": 19.6976, - "SAR": 9.48677, - "ISR": 13.153 - }, - "instrumental": { - "SDR": 3.27906, - "SIR": 9.50116, - "SAR": 3.46903, - "ISR": 8.97561 - } - } - }, - { - "track_name": "Aimee Norwich - Child", - "scores": { - "drums": { - "SDR": 6.91812, - "SIR": 15.559, - "SAR": 7.41762, - "ISR": 11.2848 - }, - "instrumental": { - "SDR": 6.16064, - "SIR": 8.82203, - "SAR": 8.57605, - "ISR": 9.51061 - } - } - }, - { - "track_name": "Alexander Ross - Goodbye Bolero", - "scores": { - "drums": { - "SDR": 5.84413, - "SIR": 15.0591, - "SAR": 5.80223, - "ISR": 9.94096 - }, - "instrumental": { - "SDR": 5.82193, - "SIR": 11.3604, - "SAR": 10.9842, - "ISR": 10.4279 - } - } - }, - { - "track_name": "Alexander Ross - Velvet Curtain", - "scores": { - "drums": { - "SDR": 7.06685, - "SIR": 13.2933, - "SAR": 7.03635, - "ISR": 12.0527 - }, - "instrumental": { - "SDR": 3.0867, - "SIR": 6.60793, - "SAR": 3.4161, - "ISR": 6.36216 - } - } - }, - { - "track_name": "Angela Thomas Wade - Milk Cow Blues", - "scores": { - "drums": { - "SDR": 9.58602, - "SIR": 16.7514, - "SAR": 10.5066, - "ISR": 14.8305 - }, - "instrumental": { - "SDR": 2.9283, - "SIR": 7.34443, - "SAR": 5.63948, - "ISR": 6.3464 - } - } - }, - { - "track_name": "Atlantis Bound - It Was My Fault For Waiting", - "scores": { - "drums": { - "SDR": 9.68661, - "SIR": 19.8937, - "SAR": 10.6275, - "ISR": 13.8978 - }, - "instrumental": { - "SDR": 1.67553, - "SIR": 2.99451, - "SAR": 2.43189, - "ISR": 4.20413 - } - } - } - ], - "median_scores": { - "drums": { - "SDR": 7.64888, - "SIR": 16.5241, - "SAR": 8.28422, - "ISR": 11.8358 - }, - "instrumental": { - "SDR": 3.18288, - "SIR": 7.28524, - "SAR": 4.55425, - "ISR": 7.35494 - } - }, - "stems": [ - "drums", - "no drums" - ], - "target_stem": "drums" - }, - "17_HP-Wind_Inst-UVR.pth": { - "model_name": "VR Arch Single Model v5: 17_HP-Wind_Inst-UVR", - "track_scores": [], - "median_scores": {}, - "stems": [ - "no woodwinds", - "woodwinds" - ], - "target_stem": "no woodwinds" - }, - "UVR-De-Echo-Aggressive.pth": { - "model_name": "VR Arch Single Model v5: UVR-De-Echo-Aggressive by FoxJoy", - "track_scores": [], - "median_scores": {}, - "stems": [ - "no echo", - "echo" - ], - "target_stem": "no echo" - }, - "UVR-De-Echo-Normal.pth": { - "model_name": "VR Arch Single Model v5: UVR-De-Echo-Normal by FoxJoy", - "track_scores": [], - "median_scores": {}, - "stems": [ - "no echo", - "echo" - ], - "target_stem": "no echo" - }, - "UVR-DeEcho-DeReverb.pth": { - "model_name": "VR Arch Single Model v5: UVR-DeEcho-DeReverb by FoxJoy", - "track_scores": [], - "median_scores": {}, - "stems": [ - "no reverb", - "reverb" - ], - "target_stem": "no reverb" - }, - "UVR-DeNoise-Lite.pth": { - "model_name": "VR Arch Single Model v5: UVR-DeNoise-Lite by FoxJoy", - "track_scores": [], - "median_scores": {}, - "stems": [ - "noise", - "no noise" - ], - "target_stem": "noise" - }, - "UVR-DeNoise.pth": { - "model_name": "VR Arch Single Model v5: UVR-DeNoise by FoxJoy", - "track_scores": [], - "median_scores": {}, - "stems": [ - "noise", - "no noise" - ], - "target_stem": "noise" - }, - "UVR-De-Reverb-aufr33-jarredou.pth": { - "model_name": "VR Arch Single Model v4: UVR-De-Reverb by aufr33-jarredou", - "track_scores": [], - "median_scores": {}, - "stems": [ - "dry", - "no dry" - ], - "target_stem": "dry" - }, - "Reverb_HQ_By_FoxJoy.onnx": { - "model_name": "MDX-Net Model: Reverb HQ By FoxJoy", - "track_scores": [], - "median_scores": {}, - "stems": [ - "reverb", - "no reverb" - ], - "target_stem": "reverb" - }, - "UVR-MDX-NET_Crowd_HQ_1.onnx": { - "model_name": "MDX-Net Model: UVR-MDX-NET Crowd HQ 1 By Aufr33", - "track_scores": [], - "median_scores": {}, - "stems": [ - "no crowd", - "crowd" - ], - "target_stem": "no crowd" - }, - "model_bs_roformer_ep_937_sdr_10.5309.ckpt": { - "model_name": "Roformer Model: BS-Roformer-Viperx-1053", - "track_scores": [], - "median_scores": {}, - "stems": [ - "no drum-bass", - "drum-bass" - ], - "target_stem": "no drum-bass" - }, - "MDX23C-De-Reverb-aufr33-jarredou.ckpt": { - "model_name": "MDX23C Model: MDX23C De-Reverb by aufr33-jarredou", - "track_scores": [], - "median_scores": {}, - "stems": [ - "dry", - "no dry" - ], - "target_stem": null - }, - "denoise_mel_band_roformer_aufr33_sdr_27.9959.ckpt": { - "model_name": "Roformer Model: Mel-Roformer-Denoise-Aufr33", - "track_scores": [], - "median_scores": {}, - "stems": [ - "dry", - "other" - ], - "target_stem": "dry" - }, - "denoise_mel_band_roformer_aufr33_aggr_sdr_27.9768.ckpt": { - "model_name": "Roformer Model: Mel-Roformer-Denoise-Aufr33-Aggr", - "track_scores": [], - "median_scores": {}, - "stems": [ - "dry", - "other" - ], - "target_stem": "dry" - }, - "mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144.ckpt": { - "model_name": "Roformer Model: Mel-Roformer-Crowd-Aufr33-Viperx", - "track_scores": [], - "median_scores": {}, - "stems": [ - "crowd", - "other" - ], - "target_stem": "crowd" - }, - "deverb_bs_roformer_8_384dim_10depth.ckpt": { - "model_name": "Roformer Model: BS-Roformer-De-Reverb", - "track_scores": [], - "median_scores": {}, - "stems": [ - "noreverb", - "reverb" - ], - "target_stem": "noreverb" - }, - "dereverb_mel_band_roformer_anvuew_sdr_19.1729.ckpt": { - "model_name": "Roformer Model: MelBand Roformer | De-Reverb by anvuew", - "track_scores": [], - "median_scores": {}, - "stems": [ - "noreverb", - "reverb" - ], - "target_stem": "noreverb" - }, - "dereverb_mel_band_roformer_less_aggressive_anvuew_sdr_18.8050.ckpt": { - "model_name": "Roformer Model: MelBand Roformer | De-Reverb Less Aggressive by anvuew", - "track_scores": [], - "median_scores": {}, - "stems": [ - "noreverb", - "reverb" - ], - "target_stem": "noreverb" - }, - "dereverb-echo_mel_band_roformer_sdr_10.0169.ckpt": { - "model_name": "Roformer Model: MelBand Roformer | De-Reverb-Echo by Sucial", - "track_scores": [], - "median_scores": {}, - "stems": [ - "dry", - "no dry" - ], - "target_stem": null - }, - "dereverb-echo_mel_band_roformer_sdr_13.4843_v2.ckpt": { - "model_name": "Roformer Model: MelBand Roformer | De-Reverb-Echo V2 by Sucial", - "track_scores": [], - "median_scores": {}, - "stems": [ - "dry", - "no dry" - ], - "target_stem": "dry" + "target_stem": "vocals" }, "model_chorus_bs_roformer_ep_267_sdr_24.1275.ckpt": { "model_name": "Roformer Model: BS Roformer | Chorus Male-Female by Sucial", diff --git a/PolUVR/models.json b/PolUVR/models.json index d2900bc..d04fc93 100644 --- a/PolUVR/models.json +++ b/PolUVR/models.json @@ -4,7 +4,8 @@ }, "mdx_download_list": {}, "mdx23c_download_list": { - "MDX23C Model: MDX23C De-Reverb by aufr33-jarredou": {"MDX23C-De-Reverb-aufr33-jarredou.ckpt":"config_dereverb_mdx23c.yaml"} + "MDX23C Model: MDX23C De-Reverb by aufr33-jarredou": {"MDX23C-De-Reverb-aufr33-jarredou.ckpt":"config_dereverb_mdx23c.yaml"}, + "MDX23C Model: MDX23C DrumSep by aufr33-jarredou": {"MDX23C-DrumSep-aufr33-jarredou.ckpt":"config_drumsep_mdx23c.yaml"} }, "roformer_download_list": { "Roformer Model: Mel-Roformer-Karaoke-Aufr33-Viperx": { @@ -77,4 +78,4 @@ "mel_band_roformer_bleed_suppressor_v1.ckpt": "config_mel_band_roformer_bleed_suppressor_v1.yaml" } } -} \ No newline at end of file +} diff --git a/PolUVR/separator/architectures/mdxc_separator.py b/PolUVR/separator/architectures/mdxc_separator.py index c5f46b8..71e7376 100644 --- a/PolUVR/separator/architectures/mdxc_separator.py +++ b/PolUVR/separator/architectures/mdxc_separator.py @@ -57,7 +57,7 @@ def __init__(self, common_config, arch_config): elif self.overlap > 50: self.logger.warning(f"segment_size {self.overlap} is greater than the maximum allowed value of 50. Setting overlap to 50.") self.overlap = 50 - + self.batch_size = arch_config.get("batch_size", 1) # Ensure batch_size is within the range [1, 16] diff --git a/PolUVR/separator/architectures/vr_separator.py b/PolUVR/separator/architectures/vr_separator.py index 29ec30d..ebf98b4 100644 --- a/PolUVR/separator/architectures/vr_separator.py +++ b/PolUVR/separator/architectures/vr_separator.py @@ -130,7 +130,6 @@ def __init__(self, common_config, arch_config: dict): # Convert the aggression_value to a percentage value self.aggression = float(aggression_value / 100) - self.aggressiveness = {"value": self.aggression, "split_bin": self.model_params.param["band"][1]["crop_stop"], "aggr_correction": self.model_params.param.get("aggr_correction")} self.model_samplerate = self.model_params.param["sr"] diff --git a/PolUVR/separator/separator.py b/PolUVR/separator/separator.py index 47ba47d..ea1e13c 100644 --- a/PolUVR/separator/separator.py +++ b/PolUVR/separator/separator.py @@ -92,10 +92,35 @@ def __init__( sample_rate=44100, use_soundfile=False, use_autocast=False, - mdx_params={"hop_length": 1024, "segment_size": 256, "overlap": 0.25, "batch_size": 1, "enable_denoise": False}, - vr_params={"batch_size": 1, "window_size": 512, "aggression": 5, "enable_tta": False, "enable_post_process": False, "post_process_threshold": 0.2, "high_end_process": False}, - demucs_params={"segment_size": "Default", "shifts": 2, "overlap": 0.25, "segments_enabled": True}, - mdxc_params={"segment_size": 256, "override_model_segment_size": False, "batch_size": 1, "overlap": 8, "pitch_shift": 0}, + mdx_params={ + "hop_length": 1024, + "segment_size": 256, + "overlap": 0.25, + "batch_size": 1, + "enable_denoise": False, + }, + vr_params={ + "batch_size": 1, + "window_size": 512, + "aggression": 5, + "enable_tta": False, + "enable_post_process": False, + "post_process_threshold": 0.2, + "high_end_process": False, + }, + demucs_params={ + "segment_size": "Default", + "shifts": 2, + "overlap": 0.25, + "segments_enabled": True, + }, + mdxc_params={ + "segment_size": 256, + "override_model_segment_size": False, + "batch_size": 1, + "overlap": 8, + "pitch_shift": 0, + }, info_only=False, ): """Initialize the separator.""" @@ -399,7 +424,10 @@ def list_supported_model_files(self): "target_stem": model_scores.get(filename, {}).get("target_stem"), "download_files": [filename], } # Just the filename for VR models - for name, filename in {**model_downloads_list["vr_download_list"], **PolUVR_models_list["vr_download_list"]}.items() + for name, filename in { + **model_downloads_list["vr_download_list"], + **PolUVR_models_list["vr_download_list"], + }.items() }, "MDX": { name: { @@ -409,7 +437,11 @@ def list_supported_model_files(self): "target_stem": model_scores.get(filename, {}).get("target_stem"), "download_files": [filename], } # Just the filename for MDX models - for name, filename in {**model_downloads_list["mdx_download_list"], **model_downloads_list["mdx_download_vip_list"], **PolUVR_models_list["mdx_download_list"]}.items() + for name, filename in { + **model_downloads_list["mdx_download_list"], + **model_downloads_list["mdx_download_vip_list"], + **PolUVR_models_list["mdx_download_list"], + }.items() }, "Demucs": demucs_models, "MDXC": { @@ -488,7 +520,7 @@ def download_model_files(self, model_filename): self.download_file_if_not_exists(yaml_url, download_path) except RuntimeError: self.logger.debug("YAML config not found in UVR repo, trying PolUVR models repo...") - yaml_url = f"{audio_separator_models_repo_url_prefix }/{file_to_download}" + yaml_url = f"{audio_separator_models_repo_url_prefix}/{file_to_download}" self.download_file_if_not_exists(yaml_url, download_path) continue @@ -498,7 +530,7 @@ def download_model_files(self, model_filename): self.download_file_if_not_exists(download_url, download_path) except RuntimeError: self.logger.debug("Model not found in UVR repo, trying PolUVR models repo...") - download_url = f"{audio_separator_models_repo_url_prefix }/{file_to_download}" + download_url = f"{audio_separator_models_repo_url_prefix}/{file_to_download}" self.download_file_if_not_exists(download_url, download_path) return model_filename, model_type, model_friendly_name, model_path, yaml_config_filename diff --git a/pyproject.toml b/pyproject.toml index ab06555..2f596af 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "PolUVR" -version = "1.3.1" +version = "1.3.2" description = "Easy to use audio stem separation with a UI, using various models from UVR trained primarily by @Anjok07" authors = ["Politrees "] license = "MIT" @@ -65,3 +65,4 @@ PolUVR-ffmpeg = 'tools.install_ffmpeg:main' [tool.poetry.group.dev.dependencies] pytest = "*" pytest-cov = "^4.1.0" + diff --git a/tests/model-metrics/test-all-models.py b/tests/model-metrics/test-all-models.py index 491087d..93d5eb2 100644 --- a/tests/model-metrics/test-all-models.py +++ b/tests/model-metrics/test-all-models.py @@ -16,8 +16,9 @@ logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s") logger = logging.getLogger(__name__) -MUSDB_PATH = "tests/model-metrics/datasets/musdb18hq" -RESULTS_PATH = "tests/model-metrics/results" +MUSDB_PATH = "/Volumes/Nomad4TBOne/python-audio-separator/tests/model-metrics/datasets/musdb18hq" +RESULTS_PATH = "/Volumes/Nomad4TBOne/python-audio-separator/tests/model-metrics/results" +COMBINED_RESULTS_PATH = "/Users/andrew/Projects/python-audio-separator/audio_separator/models-scores.json" def evaluate_track(track_name, track_path, test_model, mus_db): @@ -161,11 +162,10 @@ def main(): os.makedirs(RESULTS_PATH, exist_ok=True) # Load existing results if available - combined_results_path = "PolUVR/models-scores.json" combined_results = {} - if os.path.exists(combined_results_path): + if os.path.exists(COMBINED_RESULTS_PATH): logger.info("Loading existing combined results...") - with open(combined_results_path) as f: + with open(COMBINED_RESULTS_PATH) as f: combined_results = json.load(f) # Define known demucs model stems @@ -311,7 +311,7 @@ def main(): if combined_results[test_model]["track_scores"]: median_scores = calculate_median_scores(combined_results[test_model]["track_scores"]) combined_results[test_model]["median_scores"] = median_scores - + # Save results after each model os.makedirs(os.path.dirname(combined_results_path), exist_ok=True) with open(combined_results_path, "w") as f: @@ -325,4 +325,4 @@ def main(): if __name__ == "__main__": - exit(main()) \ No newline at end of file + exit(main())