Commit ·
022d9ab
0
Parent(s):
Duplicate from fengjay01/SoundFlow
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .DS_Store +0 -0
- .gitattributes +62 -0
- .msc +0 -0
- .mv +1 -0
- INDEX.tsv +366 -0
- MANIFEST.json.before_duplicate_cleanup +0 -0
- README.md +3 -0
- cleanup/audio_restoration/Apollo_LQ_MP3_restoration.ckpt +3 -0
- cleanup/audio_restoration/Apollo_LQ_MP3_restoration.pymss_state_dict.json +35 -0
- cleanup/audio_restoration/Apollo_LQ_MP3_restoration.pymss_state_dict.pt +3 -0
- cleanup/audio_restoration/Apollo_LQ_MP3_restoration.yaml +31 -0
- cleanup/audio_restoration/apollo_model.ckpt +3 -0
- cleanup/audio_restoration/apollo_model.yaml +41 -0
- cleanup/audio_restoration/apollo_model_v2.ckpt +3 -0
- cleanup/audio_restoration/apollo_model_v2.yaml +41 -0
- cleanup/audio_restoration/model_apollo_vocals_ep_54.ckpt +3 -0
- cleanup/audio_restoration/model_apollo_vocals_ep_54.yaml +31 -0
- cleanup/crowd_removal/mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144.ckpt +3 -0
- cleanup/crowd_removal/mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144.yaml +71 -0
- cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_aggr_sdr_27.9768.ckpt +3 -0
- cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_aggr_sdr_27.9768.yaml +71 -0
- cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_sdr_27.9959.ckpt +3 -0
- cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_sdr_27.9959.yaml +71 -0
- cleanup/noise_bleed_control/kimmel_unwa_ft2_bleedless.ckpt +3 -0
- cleanup/noise_bleed_control/kimmel_unwa_ft2_bleedless.yaml +72 -0
- cleanup/noise_bleed_control/mel_band_roformer_bleed_suppressor_v1.ckpt +3 -0
- cleanup/noise_bleed_control/mel_band_roformer_bleed_suppressor_v1.yaml +51 -0
- cleanup/noise_bleed_control/mel_band_roformer_denoise_debleed_gabox.ckpt +3 -0
- cleanup/noise_bleed_control/mel_band_roformer_denoise_debleed_gabox.yaml +51 -0
- cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v1_gabox.ckpt +3 -0
- cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v1_gabox.yaml +51 -0
- cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v2_gabox.ckpt +3 -0
- cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v2_gabox.yaml +51 -0
- cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v3_gabox.ckpt +3 -0
- cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v3_gabox.yaml +51 -0
- experimental_general/BS-Roformer_LargeV1.ckpt +3 -0
- experimental_general/BS-Roformer_LargeV1.yaml +169 -0
- experimental_general/BS_Roformer_FNF_V1.ckpt +3 -0
- experimental_general/BS_Roformer_FNF_V1.yaml +140 -0
- experimental_general/Fullness.ckpt +3 -0
- experimental_general/Fullness.yaml +48 -0
- experimental_general/INSTV8.ckpt +3 -0
- experimental_general/INSTV8.yaml +48 -0
- experimental_general/INSTV9.ckpt +3 -0
- experimental_general/INSTV9.yaml +48 -0
- experimental_general/MelBandRoformerBigSYHFTV1.ckpt +3 -0
- experimental_general/MelBandRoformerBigSYHFTV1.yaml +48 -0
- experimental_general/MelBandRoformerSYHFT.ckpt +3 -0
- experimental_general/MelBandRoformerSYHFT.yaml +69 -0
- experimental_general/MelBandRoformerSYHFTB1.ckpt +3 -0
.DS_Store
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single_instrument/bass/HTDemucs4_FT_bass.th filter=lfs diff=lfs merge=lfs -text
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single_instrument/drums_percussion/HTDemucs4_FT_drums.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/fa0cb7f9-100d8bf4.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/demucs_extra.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/demucs_unittest-09ebc15f.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/demucs.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/light.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/HTDemucs4_FT_other.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/1ef250f1-592467ce.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/demucs-e07c671f.th filter=lfs diff=lfs merge=lfs -text
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legacy_models/0d19c1c6-0f06f20e.th filter=lfs diff=lfs merge=lfs -text
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vocal/vocal_extraction/HTDemucs4_FT_vocals_official.th filter=lfs diff=lfs merge=lfs -text
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music_stems/drum_stems/model_drumsep.th filter=lfs diff=lfs merge=lfs -text
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music_stems/four_stem/HTDemucs4.th filter=lfs diff=lfs merge=lfs -text
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music_stems/six_stem/HTDemucs4_6stems.th filter=lfs diff=lfs merge=lfs -text
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Revision:master,CreatedAt:1779378740
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INDEX.tsv
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source_name size relpath source
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cleanup 66541845 cleanup/audio_restoration/Apollo_LQ_MP3_restoration.ckpt /Volumes/2T/pymss/all_models/cleanup/audio_restoration/Apollo_LQ_MP3_restoration.ckpt
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cleanup 66528927 cleanup/audio_restoration/Apollo_LQ_MP3_restoration.pymss_state_dict.pt /Volumes/2T/pymss/all_models/cleanup/audio_restoration/Apollo_LQ_MP3_restoration.pymss_state_dict.pt
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cleanup 66532080 cleanup/audio_restoration/apollo_model.ckpt /Volumes/2T/pymss/all_models/cleanup/audio_restoration/apollo_model.ckpt
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cleanup 38159792 cleanup/audio_restoration/apollo_model_v2.ckpt /Volumes/2T/pymss/all_models/cleanup/audio_restoration/apollo_model_v2.ckpt
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cleanup 615867827 cleanup/audio_restoration/epoch=54-val_loss=-17.6221.ckpt /Volumes/2T/pymss/all_models/cleanup/audio_restoration/epoch=54-val_loss=-17.6221.ckpt
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cleanup 194278526 cleanup/audio_restoration/model_apollo_vocals_ep_54.ckpt /Volumes/2T/pymss/all_models/cleanup/audio_restoration/model_apollo_vocals_ep_54.ckpt
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cleanup 913102724 cleanup/noise_bleed_control/mel_band_roformer_bleed_suppressor_v1.ckpt /Volumes/2T/pymss/all_models/cleanup/noise_bleed_control/mel_band_roformer_bleed_suppressor_v1.ckpt
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experimental_general 216190397 experimental_general/model_jazz_scnet_xl.ckpt /Volumes/2T/pymss/all_models/experimental_general/model_jazz_scnet_xl.ckpt
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instrumental 913027055 instrumental/Inst_Fv8.ckpt /Volumes/2T/pymss/all_models/instrumental/Inst_Fv8.ckpt
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instrumental 913026650 instrumental/Inst_GaboxV7.ckpt /Volumes/2T/pymss/all_models/instrumental/Inst_GaboxV7.ckpt
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instrumental 913090472 instrumental/Neo_InstVFX.ckpt /Volumes/2T/pymss/all_models/instrumental/Neo_InstVFX.ckpt
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instrumental 238214371 instrumental/bs_large_v2_inst.ckpt /Volumes/2T/pymss/all_models/instrumental/bs_large_v2_inst.ckpt
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instrumental 288725646 instrumental/bs_roformer_inst_hyperacev2.ckpt /Volumes/2T/pymss/all_models/instrumental/bs_roformer_inst_hyperacev2.ckpt
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instrumental 913106900 instrumental/essid_mel_inst.ckpt /Volumes/2T/pymss/all_models/instrumental/essid_mel_inst.ckpt
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instrumental 913107578 instrumental/essid_mel_inst_old.ckpt /Volumes/2T/pymss/all_models/instrumental/essid_mel_inst_old.ckpt
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instrumental 489571079 instrumental/inst_gaboxFlowersV10.ckpt /Volumes/2T/pymss/all_models/instrumental/inst_gaboxFlowersV10.ckpt
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instrumental 2739327117 instrumental/last_mel_band_roformer.ckpt /Volumes/2T/pymss/all_models/instrumental/last_mel_band_roformer.ckpt
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instrumental 913026650 instrumental/mel_band_roformer_instrumental_3_gabox.ckpt /Volumes/2T/pymss/all_models/instrumental/mel_band_roformer_instrumental_3_gabox.ckpt
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instrumental 913026650 instrumental/mel_band_roformer_instrumental_fullness_v1_gabox.ckpt /Volumes/2T/pymss/all_models/instrumental/mel_band_roformer_instrumental_fullness_v1_gabox.ckpt
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instrumental 913026650 instrumental/mel_band_roformer_instrumental_fullness_v2_gabox.ckpt /Volumes/2T/pymss/all_models/instrumental/mel_band_roformer_instrumental_fullness_v2_gabox.ckpt
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instrumental 913026650 instrumental/mel_band_roformer_instrumental_fullness_v3_gabox.ckpt /Volumes/2T/pymss/all_models/instrumental/mel_band_roformer_instrumental_fullness_v3_gabox.ckpt
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legacy_models 1062738817 legacy_models/demucs_extra-3646af93.th /Volumes/2T/pymss/all_models/legacy_models/demucs_extra-3646af93.th
|
| 120 |
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legacy_models 2594202563 legacy_models/demucs_extra.th /Volumes/2T/pymss/all_models/legacy_models/demucs_extra.th
|
| 121 |
+
legacy_models 4194049 legacy_models/demucs_unittest-09ebc15f.th /Volumes/2T/pymss/all_models/legacy_models/demucs_unittest-09ebc15f.th
|
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legacy_models 167399275 legacy_models/e51eebcc-c1b80bdd.th /Volumes/2T/pymss/all_models/legacy_models/e51eebcc-c1b80bdd.th
|
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legacy_models 167390507 legacy_models/ebf34a2db.th /Volumes/2T/pymss/all_models/legacy_models/ebf34a2db.th
|
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legacy_models 167405675 legacy_models/fa0cb7f9-100d8bf4.th /Volumes/2T/pymss/all_models/legacy_models/fa0cb7f9-100d8bf4.th
|
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legacy_models 1062727712 legacy_models/light.th /Volumes/2T/pymss/all_models/legacy_models/light.th
|
| 126 |
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legacy_models 44035981 legacy_models/tasnet-beb46fac.th /Volumes/2T/pymss/all_models/legacy_models/tasnet-beb46fac.th
|
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legacy_models 43973949 legacy_models/tasnet.th /Volumes/2T/pymss/all_models/legacy_models/tasnet.th
|
| 128 |
+
legacy_vr 223650277 legacy_vr/vr_backing_vocal/UVR-BVE-4B_SN-44100-1.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_backing_vocal/UVR-BVE-4B_SN-44100-1.pth
|
| 129 |
+
legacy_vr 127139365 legacy_vr/vr_deecho/UVR-De-Echo-Aggressive.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_deecho/UVR-De-Echo-Aggressive.pth
|
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legacy_vr 127139365 legacy_vr/vr_deecho/UVR-De-Echo-Normal.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_deecho/UVR-De-Echo-Normal.pth
|
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+
legacy_vr 223650277 legacy_vr/vr_deecho_dereverb/UVR-DeEcho-DeReverb.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_deecho_dereverb/UVR-DeEcho-DeReverb.pth
|
| 132 |
+
legacy_vr 17922277 legacy_vr/vr_denoise/UVR-DeNoise-Lite.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_denoise/UVR-DeNoise-Lite.pth
|
| 133 |
+
legacy_vr 127139365 legacy_vr/vr_denoise/UVR-DeNoise.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_denoise/UVR-DeNoise.pth
|
| 134 |
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legacy_vr 58928133 legacy_vr/vr_dereverb/UVR-DeReverb-aufr33-jarredou_4band_v4_ms_fullband.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_dereverb/UVR-DeReverb-aufr33-jarredou_4band_v4_ms_fullband.pth
|
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legacy_vr 59320122 legacy_vr/vr_harmonic_noise/Harmonic_Noise_Separation_yxlllc.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_harmonic_noise/Harmonic_Noise_Separation_yxlllc.pth
|
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legacy_vr 550120123 legacy_vr/vr_hp2/7_HP2-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_hp2/7_HP2-UVR.pth
|
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legacy_vr 550131079 legacy_vr/vr_hp2/8_HP2-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_hp2/8_HP2-UVR.pth
|
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+
legacy_vr 550131079 legacy_vr/vr_hp2/9_HP2-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_hp2/9_HP2-UVR.pth
|
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+
legacy_vr 126792647 legacy_vr/vr_instrumental_extraction/1_HP-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_instrumental_extraction/1_HP-UVR.pth
|
| 140 |
+
legacy_vr 126782699 legacy_vr/vr_instrumental_extraction/2_HP-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_instrumental_extraction/2_HP-UVR.pth
|
| 141 |
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legacy_vr 126782699 legacy_vr/vr_karaoke/5_HP-Karaoke-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_karaoke/5_HP-Karaoke-UVR.pth
|
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+
legacy_vr 126782699 legacy_vr/vr_karaoke/6_HP-Karaoke-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_karaoke/6_HP-Karaoke-UVR.pth
|
| 143 |
+
legacy_vr 31861529 legacy_vr/vr_mgm/MGM_HIGHEND_v4.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_mgm/MGM_HIGHEND_v4.pth
|
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+
legacy_vr 31938951 legacy_vr/vr_mgm/MGM_LOWEND_A_v4.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_mgm/MGM_LOWEND_A_v4.pth
|
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+
legacy_vr 31938951 legacy_vr/vr_mgm/MGM_LOWEND_B_v4.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_mgm/MGM_LOWEND_B_v4.pth
|
| 146 |
+
legacy_vr 31938951 legacy_vr/vr_mgm/MGM_MAIN_v4.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_mgm/MGM_MAIN_v4.pth
|
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legacy_vr 31938951 legacy_vr/vr_sp/10_SP-UVR-2B-32000-1.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/10_SP-UVR-2B-32000-1.pth
|
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+
legacy_vr 31938951 legacy_vr/vr_sp/11_SP-UVR-2B-32000-2.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/11_SP-UVR-2B-32000-2.pth
|
| 149 |
+
legacy_vr 31938951 legacy_vr/vr_sp/12_SP-UVR-3B-44100.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/12_SP-UVR-3B-44100.pth
|
| 150 |
+
legacy_vr 31938951 legacy_vr/vr_sp/13_SP-UVR-4B-44100-1.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/13_SP-UVR-4B-44100-1.pth
|
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+
legacy_vr 31938951 legacy_vr/vr_sp/14_SP-UVR-4B-44100-2.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/14_SP-UVR-4B-44100-2.pth
|
| 152 |
+
legacy_vr 31938951 legacy_vr/vr_sp/15_SP-UVR-MID-44100-1.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/15_SP-UVR-MID-44100-1.pth
|
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+
legacy_vr 31938951 legacy_vr/vr_sp/16_SP-UVR-MID-44100-2.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_sp/16_SP-UVR-MID-44100-2.pth
|
| 154 |
+
legacy_vr 126792647 legacy_vr/vr_vocal_extraction/3_HP-Vocal-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_vocal_extraction/3_HP-Vocal-UVR.pth
|
| 155 |
+
legacy_vr 126792647 legacy_vr/vr_vocal_extraction/4_HP-Vocal-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_vocal_extraction/4_HP-Vocal-UVR.pth
|
| 156 |
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legacy_vr 223661285 legacy_vr/vr_wind_instrumental/17_HP-Wind_Inst-UVR.pth /Volumes/2T/pymss/all_models/legacy_vr/vr_wind_instrumental/17_HP-Wind_Inst-UVR.pth
|
| 157 |
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music_stems 149133378 music_stems/dnr_stems/checkpoint-multi_fixed.ckpt /Volumes/2T/pymss/all_models/music_stems/dnr_stems/checkpoint-multi_fixed.ckpt
|
| 158 |
+
music_stems 148891175 music_stems/dnr_stems/model_bandit_plus_dnr_sdr_11.47.ckpt /Volumes/2T/pymss/all_models/music_stems/dnr_stems/model_bandit_plus_dnr_sdr_11.47.ckpt
|
| 159 |
+
music_stems 437652699 music_stems/drum_stems/aufr33-jarredou_DrumSep_model_mdx23c_ep_141_sdr_10.8059.ckpt /Volumes/2T/pymss/all_models/music_stems/drum_stems/aufr33-jarredou_DrumSep_model_mdx23c_ep_141_sdr_10.8059.ckpt
|
| 160 |
+
music_stems 437648758 music_stems/drum_stems/drumsep_5stems_mdx23c_jarredou.ckpt /Volumes/2T/pymss/all_models/music_stems/drum_stems/drumsep_5stems_mdx23c_jarredou.ckpt
|
| 161 |
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music_stems 303490678 music_stems/drum_stems/gilliaan_drumsV1.ckpt /Volumes/2T/pymss/all_models/music_stems/drum_stems/gilliaan_drumsV1.ckpt
|
| 162 |
+
music_stems 167400043 music_stems/drum_stems/model_drumsep.th /Volumes/2T/pymss/all_models/music_stems/drum_stems/model_drumsep.th
|
| 163 |
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music_stems 84141911 music_stems/four_stem/HTDemucs4.th /Volumes/2T/pymss/all_models/music_stems/four_stem/HTDemucs4.th
|
| 164 |
+
music_stems 3764030874 music_stems/four_stem/MelBandRoformer4StemFTLarge.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/MelBandRoformer4StemFTLarge.ckpt
|
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+
music_stems 168852258 music_stems/four_stem/SCNet-large_starrytong_fixed.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/SCNet-large_starrytong_fixed.ckpt
|
| 166 |
+
music_stems 527245586 music_stems/four_stem/bs_roformer_4stems_ft.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/bs_roformer_4stems_ft.ckpt
|
| 167 |
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music_stems 149464276 music_stems/four_stem/fused_model_bs_conformer_sdr_9.18.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/fused_model_bs_conformer_sdr_9.18.ckpt
|
| 168 |
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music_stems 395597693 music_stems/four_stem/huge_scnet_4stems_fullness.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/huge_scnet_4stems_fullness.ckpt
|
| 169 |
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music_stems 395598013 music_stems/four_stem/huge_scnet_4stems_strong_fullness.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/huge_scnet_4stems_strong_fullness.ckpt
|
| 170 |
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music_stems 395599229 music_stems/four_stem/huge_scnet_4stems_v1.2.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/huge_scnet_4stems_v1.2.ckpt
|
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music_stems 3764030874 music_stems/four_stem/mel_band_roformer_4stems_large_ver1.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/mel_band_roformer_4stems_large_ver1.ckpt
|
| 172 |
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music_stems 6411087858 music_stems/four_stem/mel_band_roformer_4stems_xl_ver1.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/mel_band_roformer_4stems_xl_ver1.ckpt
|
| 173 |
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music_stems 142774366 music_stems/four_stem/model_bs_mamba2_ep_11_sdr_6.8723.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_bs_mamba2_ep_11_sdr_6.8723.ckpt
|
| 174 |
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music_stems 527385512 music_stems/four_stem/model_bs_roformer_ep_17_sdr_9.6568.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_bs_roformer_ep_17_sdr_9.6568.ckpt
|
| 175 |
+
music_stems 448119834 music_stems/four_stem/model_mdx23c_ep_168_sdr_7.0207.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mdx23c_ep_168_sdr_7.0207.ckpt
|
| 176 |
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music_stems 250899372 music_stems/four_stem/model_mel_band_roformer_ep_168_sdr_7.8127.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_ep_168_sdr_7.8127.ckpt
|
| 177 |
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music_stems 234032732 music_stems/four_stem/model_mel_band_roformer_ep_1_sdr_8.2175.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_ep_1_sdr_8.2175.ckpt
|
| 178 |
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music_stems 81867982 music_stems/four_stem/model_mel_band_roformer_ep_38_sdr_6.4698.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_ep_38_sdr_6.4698.ckpt
|
| 179 |
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music_stems 81866140 music_stems/four_stem/model_mel_band_roformer_ep_7_sdr_6.8652.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_ep_7_sdr_6.8652.ckpt
|
| 180 |
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music_stems 81890712 music_stems/four_stem/model_mel_band_roformer_experimental_ep_15_sdr_6.4908.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_experimental_ep_15_sdr_6.4908.ckpt
|
| 181 |
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music_stems 118636682 music_stems/four_stem/model_mel_band_roformer_experimental_ep_166_sdr_6.7022.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_experimental_ep_166_sdr_6.7022.ckpt
|
| 182 |
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music_stems 118634392 music_stems/four_stem/model_mel_band_roformer_experimental_ep_48_sdr_7.0412.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_experimental_ep_48_sdr_7.0412.ckpt
|
| 183 |
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music_stems 29889628 music_stems/four_stem/model_mel_band_roformer_experimental_ep_53_sdr_5.1235.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_experimental_ep_53_sdr_5.1235.ckpt
|
| 184 |
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music_stems 177475814 music_stems/four_stem/model_mel_band_roformer_experimental_ep_9_sdr_6.5254.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_mel_band_roformer_experimental_ep_9_sdr_6.5254.ckpt
|
| 185 |
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music_stems 214063778 music_stems/four_stem/model_scnet_ep_36_sdr_10.0891.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_scnet_ep_36_sdr_10.0891.ckpt
|
| 186 |
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music_stems 216189106 music_stems/four_stem/model_scnet_ep_54_sdr_9.8051.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_scnet_ep_54_sdr_9.8051.ckpt
|
| 187 |
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music_stems 214143287 music_stems/four_stem/model_scnet_masked_ep_111_sdr_9.8286.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_scnet_masked_ep_111_sdr_9.8286.ckpt
|
| 188 |
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music_stems 42517058 music_stems/four_stem/model_scnet_masked_ep_156_sdr_8.8149.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_scnet_masked_ep_156_sdr_8.8149.ckpt
|
| 189 |
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music_stems 168868194 music_stems/four_stem/model_scnet_sdr_9.3244.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_scnet_sdr_9.3244.ckpt
|
| 190 |
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music_stems 41696502 music_stems/four_stem/model_scnet_tran_sdr_8.9272.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/model_scnet_tran_sdr_8.9272.ckpt
|
| 191 |
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music_stems 42434986 music_stems/four_stem/scnet_checkpoint_musdb18.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/scnet_checkpoint_musdb18.ckpt
|
| 192 |
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music_stems 3764030874 music_stems/four_stem/ver2.ckpt /Volumes/2T/pymss/all_models/music_stems/four_stem/ver2.ckpt
|
| 193 |
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music_stems 77619808 music_stems/mega_53_stems/bs_mega_53stem_accordion_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_accordion_mvsep.ckpt
|
| 194 |
+
music_stems 77624038 music_stems/mega_53_stems/bs_mega_53stem_acoustic-guitar_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_acoustic-guitar_mvsep.ckpt
|
| 195 |
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music_stems 77620513 music_stems/mega_53_stems/bs_mega_53stem_back-vocal_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_back-vocal_mvsep.ckpt
|
| 196 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_banjo_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_banjo_mvsep.ckpt
|
| 197 |
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_bass_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_bass_mvsep.ckpt
|
| 198 |
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music_stems 77618398 music_stems/mega_53_stems/bs_mega_53stem_bassoon_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_bassoon_mvsep.ckpt
|
| 199 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_bells_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_bells_mvsep.ckpt
|
| 200 |
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music_stems 77622628 music_stems/mega_53_stems/bs_mega_53stem_bowed_strings_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_bowed_strings_mvsep.ckpt
|
| 201 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_brass_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_brass_mvsep.ckpt
|
| 202 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_cello_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_cello_mvsep.ckpt
|
| 203 |
+
music_stems 77619103 music_stems/mega_53_stems/bs_mega_53stem_clarinet_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_clarinet_mvsep.ckpt
|
| 204 |
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music_stems 77617693 music_stems/mega_53_stems/bs_mega_53stem_congas_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_congas_mvsep.ckpt
|
| 205 |
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music_stems 77622628 music_stems/mega_53_stems/bs_mega_53stem_digital-piano_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_digital-piano_mvsep.ckpt
|
| 206 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_dobro_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_dobro_mvsep.ckpt
|
| 207 |
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music_stems 77621218 music_stems/mega_53_stems/bs_mega_53stem_double-bass_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_double-bass_mvsep.ckpt
|
| 208 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_drums_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_drums_mvsep.ckpt
|
| 209 |
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music_stems 77624038 music_stems/mega_53_stems/bs_mega_53stem_electric-guitar_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_electric-guitar_mvsep.ckpt
|
| 210 |
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_flute_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_flute_mvsep.ckpt
|
| 211 |
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music_stems 77621218 music_stems/mega_53_stems/bs_mega_53stem_french-horn_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_french-horn_mvsep.ckpt
|
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music_stems 77621923 music_stems/mega_53_stems/bs_mega_53stem_glockenspiel_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_glockenspiel_mvsep.ckpt
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music_stems 77617693 music_stems/mega_53_stems/bs_mega_53stem_guitar_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_guitar_mvsep.ckpt
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music_stems 77619808 music_stems/mega_53_stems/bs_mega_53stem_harmonica_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_harmonica_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_harp_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_harp_mvsep.ckpt
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music_stems 77621218 music_stems/mega_53_stems/bs_mega_53stem_harpsichord_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_harpsichord_mvsep.ckpt
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music_stems 77614809 music_stems/mega_53_stems/bs_mega_53stem_hh_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_hh_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_keys_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_keys_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_kick_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_kick_mvsep.ckpt
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music_stems 77620513 music_stems/mega_53_stems/bs_mega_53stem_lead-vocal_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_lead-vocal_mvsep.ckpt
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music_stems 77619103 music_stems/mega_53_stems/bs_mega_53stem_mandolin_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_mandolin_mvsep.ckpt
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music_stems 77618398 music_stems/mega_53_stems/bs_mega_53stem_marimba_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_marimba_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_oboe_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_oboe_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_organ_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_organ_mvsep.ckpt
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music_stems 77620513 music_stems/mega_53_stems/bs_mega_53stem_percussion_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_percussion_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_piano_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_piano_mvsep.ckpt
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music_stems 77619808 music_stems/mega_53_stems/bs_mega_53stem_saxophone_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_saxophone_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_sitar_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_sitar_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_snare_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_snare_mvsep.ckpt
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music_stems 77618398 music_stems/mega_53_stems/bs_mega_53stem_strings_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_strings_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_synth_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_synth_mvsep.ckpt
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music_stems 77620513 music_stems/mega_53_stems/bs_mega_53stem_tambourine_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_tambourine_mvsep.ckpt
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music_stems 77618398 music_stems/mega_53_stems/bs_mega_53stem_timpani_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_timpani_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_toms_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_toms_mvsep.ckpt
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music_stems 77619103 music_stems/mega_53_stems/bs_mega_53stem_triangle_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_triangle_mvsep.ckpt
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music_stems 77619103 music_stems/mega_53_stems/bs_mega_53stem_trombone_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_trombone_mvsep.ckpt
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music_stems 77618398 music_stems/mega_53_stems/bs_mega_53stem_trumpet_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_trumpet_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_tuba_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_tuba_mvsep.ckpt
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music_stems 77618398 music_stems/mega_53_stems/bs_mega_53stem_ukulele_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_ukulele_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_viola_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_viola_mvsep.ckpt
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music_stems 77617693 music_stems/mega_53_stems/bs_mega_53stem_violin_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_violin_mvsep.ckpt
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music_stems 77616988 music_stems/mega_53_stems/bs_mega_53stem_vocal_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_vocal_mvsep.ckpt
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music_stems 77621218 music_stems/mega_53_stems/bs_mega_53stem_wind-chimes_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_wind-chimes_mvsep.ckpt
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music_stems 77616219 music_stems/mega_53_stems/bs_mega_53stem_wind_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_wind_mvsep.ckpt
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music_stems 77619103 music_stems/mega_53_stems/bs_mega_53stem_woodwind_mvsep.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/bs_mega_53stem_woodwind_mvsep.ckpt
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music_stems 1368919887 music_stems/mega_53_stems/mvsep_mega_model_bs_roformer_53_stems_v1.ckpt /Volumes/2T/pymss/all_models/music_stems/mega_53_stems/mvsep_mega_model_bs_roformer_53_stems_v1.ckpt
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music_stems 699412152 music_stems/six_stem/BS-Roformer-SW.ckpt /Volumes/2T/pymss/all_models/music_stems/six_stem/BS-Roformer-SW.ckpt
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music_stems 54996327 music_stems/six_stem/HTDemucs4_6stems.th /Volumes/2T/pymss/all_models/music_stems/six_stem/HTDemucs4_6stems.th
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music_stems 913026650 music_stems/six_stem/gabox_karaoke_25_02_2025.ckpt /Volumes/2T/pymss/all_models/music_stems/six_stem/gabox_karaoke_25_02_2025.ckpt
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music_stems 699446752 music_stems/six_stem/logic_bs_roformer.ckpt /Volumes/2T/pymss/all_models/music_stems/six_stem/logic_bs_roformer.ckpt
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reverb_echo_control 913031195 reverb_echo_control/dereverb/Lead_VocalDereverb.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/Lead_VocalDereverb.ckpt
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reverb_echo_control 455864012 reverb_echo_control/dereverb/de_big_reverb_mbr_ep_362.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/de_big_reverb_mbr_ep_362.ckpt
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reverb_echo_control 204496717 reverb_echo_control/dereverb/dereverb_bs_roformer_anvuew_sdr_22.5050.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_bs_roformer_anvuew_sdr_22.5050.ckpt
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reverb_echo_control 448098867 reverb_echo_control/dereverb/dereverb_mdx23c_sdr_6.9096.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_mdx23c_sdr_6.9096.ckpt
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reverb_echo_control 913107578 reverb_echo_control/dereverb/dereverb_mel_band_roformer_anvuew_sdr_19.1729.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_mel_band_roformer_anvuew_sdr_19.1729.ckpt
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reverb_echo_control 913107578 reverb_echo_control/dereverb/dereverb_mel_band_roformer_less_aggressive_anvuew_sdr_18.8050.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_mel_band_roformer_less_aggressive_anvuew_sdr_18.8050.ckpt
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reverb_echo_control 913097978 reverb_echo_control/dereverb/dereverb_mel_band_roformer_mono_anvuew.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_mel_band_roformer_mono_anvuew.ckpt
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reverb_echo_control 118128452 reverb_echo_control/dereverb/dereverb_room_anvuew_sdr_13.7432.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_room_anvuew_sdr_13.7432.ckpt
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reverb_echo_control 455864012 reverb_echo_control/dereverb/dereverb_super_big_mbr_ep_346.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/dereverb_super_big_mbr_ep_346.ckpt
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reverb_echo_control 170770820 reverb_echo_control/dereverb/deverb_bs_roformer_8_256dim_8depth.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/deverb_bs_roformer_8_256dim_8depth.ckpt
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reverb_echo_control 361499604 reverb_echo_control/dereverb/deverb_bs_roformer_8_384dim_10depth.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/deverb_bs_roformer_8_384dim_10depth.ckpt
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reverb_echo_control 438988833 reverb_echo_control/dereverb/deverb_mel_band_roformer_8_256dim_6depth.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/deverb_mel_band_roformer_8_256dim_6depth.ckpt
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reverb_echo_control 1708522165 reverb_echo_control/dereverb/deverb_mel_band_roformer_8_512dim_12depth.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/deverb_mel_band_roformer_8_512dim_12depth.ckpt
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reverb_echo_control 489578757 reverb_echo_control/dereverb/deverb_mel_band_roformer_ep_27_sdr_10.4567.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb/deverb_mel_band_roformer_ep_27_sdr_10.4567.ckpt
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reverb_echo_control 835997896 reverb_echo_control/dereverb_deecho/dereverb-echo_mel_band_roformer_sdr_10.0169.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb_deecho/dereverb-echo_mel_band_roformer_sdr_10.0169.ckpt
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reverb_echo_control 455862568 reverb_echo_control/dereverb_deecho/dereverb-echo_mel_band_roformer_sdr_13.4843_v2.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb_deecho/dereverb-echo_mel_band_roformer_sdr_13.4843_v2.ckpt
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reverb_echo_control 455776577 reverb_echo_control/dereverb_deecho/dereverb_echo_mbr_fused_0.5_v2_0.25_big_0.25_super.ckpt /Volumes/2T/pymss/all_models/reverb_echo_control/dereverb_deecho/dereverb_echo_mbr_fused_0.5_v2_0.25_big_0.25_super.ckpt
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single_instrument 84141271 single_instrument/bass/HTDemucs4_FT_bass.th /Volumes/2T/pymss/all_models/single_instrument/bass/HTDemucs4_FT_bass.th
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single_instrument 42458509 single_instrument/bass/model_jazz_scnet_bass_drums.ckpt /Volumes/2T/pymss/all_models/single_instrument/bass/model_jazz_scnet_bass_drums.ckpt
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single_instrument 84141271 single_instrument/drums_percussion/HTDemucs4_FT_drums.th /Volumes/2T/pymss/all_models/single_instrument/drums_percussion/HTDemucs4_FT_drums.th
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single_instrument 42458509 single_instrument/drums_percussion/model_jazz_scnet_piano_drums.ckpt /Volumes/2T/pymss/all_models/single_instrument/drums_percussion/model_jazz_scnet_piano_drums.ckpt
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single_instrument 45142183 single_instrument/guitar/becruily_guitar.ckpt /Volumes/2T/pymss/all_models/single_instrument/guitar/becruily_guitar.ckpt
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single_instrument 276726667 single_instrument/guitar/model_mel_band_roformer_ep_314_sdr_7.9825.ckpt /Volumes/2T/pymss/all_models/single_instrument/guitar/model_mel_band_roformer_ep_314_sdr_7.9825.ckpt
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single_instrument 303490678 single_instrument/strings/gilliaan_bowedstrings_bs_v1.ckpt /Volumes/2T/pymss/all_models/single_instrument/strings/gilliaan_bowedstrings_bs_v1.ckpt
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spatial 869726129 spatial/mono_stereo_duality/gilliaan_MonoStereo_Dual_Beta1.ckpt /Volumes/2T/pymss/all_models/spatial/mono_stereo_duality/gilliaan_MonoStereo_Dual_Beta1.ckpt
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spatial 869726129 spatial/mono_stereo_duality/gilliaan_MonoStereo_Dual_Beta2.ckpt /Volumes/2T/pymss/all_models/spatial/mono_stereo_duality/gilliaan_MonoStereo_Dual_Beta2.ckpt
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spatial 204495806 spatial/phantom_center_wide/gilliaan_CenterExtractor_Single_StemV1.ckpt /Volumes/2T/pymss/all_models/spatial/phantom_center_wide/gilliaan_CenterExtractor_Single_StemV1.ckpt
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spatial 204435682 spatial/phantom_center_wide/gilliaan_CenterExtractor_Single_StemV2.ckpt /Volumes/2T/pymss/all_models/spatial/phantom_center_wide/gilliaan_CenterExtractor_Single_StemV2.ckpt
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spatial 437617081 spatial/phantom_center_wide/gilliaan_mdx23c_centerwide_v1.ckpt /Volumes/2T/pymss/all_models/spatial/phantom_center_wide/gilliaan_mdx23c_centerwide_v1.ckpt
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spatial 214021674 spatial/phantom_center_wide/gilliaan_scnet_centerwide_dual.ckpt /Volumes/2T/pymss/all_models/spatial/phantom_center_wide/gilliaan_scnet_centerwide_dual.ckpt
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special 168122809 special/model_htdemucs_ep_21_sdr_13.6970.ckpt /Volumes/2T/pymss/all_models/special/model_htdemucs_ep_21_sdr_13.6970.ckpt
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special 437613512 special/model_mdx23c_ep_271_l1_freq_72.2383.ckpt /Volumes/2T/pymss/all_models/special/model_mdx23c_ep_271_l1_freq_72.2383.ckpt
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special 42422546 special/model_scnet_ep_102_sdr_12.8941.ckpt /Volumes/2T/pymss/all_models/special/model_scnet_ep_102_sdr_12.8941.ckpt
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special 42422170 special/model_scnet_ep_30_sdr_15.1291.ckpt /Volumes/2T/pymss/all_models/special/model_scnet_ep_30_sdr_15.1291.ckpt
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vocal 835982664 vocal/aspiration_breath/aspiration_mel_band_roformer_less_aggr_sdr_18.1201.ckpt /Volumes/2T/pymss/all_models/vocal/aspiration_breath/aspiration_mel_band_roformer_less_aggr_sdr_18.1201.ckpt
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vocal 835983746 vocal/aspiration_breath/aspiration_mel_band_roformer_sdr_18.9845.ckpt /Volumes/2T/pymss/all_models/vocal/aspiration_breath/aspiration_mel_band_roformer_sdr_18.9845.ckpt
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vocal 42457314 vocal/choir_vocal/model_scnet_ep_36_sdr_5.4596.ckpt /Volumes/2T/pymss/all_models/vocal/choir_vocal/model_scnet_ep_36_sdr_5.4596.ckpt
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vocal 42457314 vocal/choir_vocal/model_scnet_ep_42_sdr_5.2559.ckpt /Volumes/2T/pymss/all_models/vocal/choir_vocal/model_scnet_ep_42_sdr_5.2559.ckpt
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vocal 42522921 vocal/choir_vocal/model_scnet_masked_ep_14_sdr_6.3693.ckpt /Volumes/2T/pymss/all_models/vocal/choir_vocal/model_scnet_masked_ep_14_sdr_6.3693.ckpt
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vocal 42522921 vocal/choir_vocal/model_scnet_masked_ep_14_sdr_6.9052.ckpt /Volumes/2T/pymss/all_models/vocal/choir_vocal/model_scnet_masked_ep_14_sdr_6.9052.ckpt
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vocal 630204333 vocal/duet_vocal/model_mel_band_roformer_ep_0_sdr_7.9319_fixed.ckpt /Volumes/2T/pymss/all_models/vocal/duet_vocal/model_mel_band_roformer_ep_0_sdr_7.9319_fixed.ckpt
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vocal 102387933 vocal/speech_vocal/speech_bs_roformer_AliceN_sdr_20.4440.ckpt /Volumes/2T/pymss/all_models/vocal/speech_vocal/speech_bs_roformer_AliceN_sdr_20.4440.ckpt
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vocal 435091173 vocal/speech_vocal/speech_mel_roformer_AliceN_sdr_16.5716.ckpt /Volumes/2T/pymss/all_models/vocal/speech_vocal/speech_mel_roformer_AliceN_sdr_16.5716.ckpt
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vocal 59960415 vocal/vocal_extraction/16k_Vocal_Lightweight_MelBandRoformer.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/16k_Vocal_Lightweight_MelBandRoformer.ckpt
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vocal 204510749 vocal/vocal_extraction/BS-Roformer-Resurrection.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/BS-Roformer-Resurrection.ckpt
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vocal 84141271 vocal/vocal_extraction/HTDemucs4_FT_vocals_official.th /Volumes/2T/pymss/all_models/vocal/vocal_extraction/HTDemucs4_FT_vocals_official.th
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vocal 913106900 vocal/vocal_extraction/Kim_MelBandRoformer.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/Kim_MelBandRoformer.ckpt
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vocal 1479749810 vocal/vocal_extraction/big_beta5e.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/big_beta5e.ckpt
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vocal 1557078584 vocal/vocal_extraction/big_beta6.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/big_beta6.ckpt
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vocal 1708527586 vocal/vocal_extraction/big_beta6x.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/big_beta6x.ckpt
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vocal 944675923 vocal/vocal_extraction/big_beta7.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/big_beta7.ckpt
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vocal 192610602 vocal/vocal_extraction/bs_mamba2_vocals.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/bs_mamba2_vocals.ckpt
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vocal 288724430 vocal/vocal_extraction/bs_roformer_voc_hyperacev2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/bs_roformer_voc_hyperacev2.ckpt
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| 304 |
+
vocal 639254584 vocal/vocal_extraction/bs_roformer_vocals_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/bs_roformer_vocals_gabox.ckpt
|
| 305 |
+
vocal 913030778 vocal/vocal_extraction/inst_fv7b.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/inst_fv7b.ckpt
|
| 306 |
+
vocal 913026650 vocal/vocal_extraction/instv7beta2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/instv7beta2.ckpt
|
| 307 |
+
vocal 913026650 vocal/vocal_extraction/instv7beta3.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/instv7beta3.ckpt
|
| 308 |
+
vocal 913031195 vocal/vocal_extraction/instv7plus.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/instv7plus.ckpt
|
| 309 |
+
vocal 913100690 vocal/vocal_extraction/kimmel_unwa_ft.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/kimmel_unwa_ft.ckpt
|
| 310 |
+
vocal 913100690 vocal/vocal_extraction/kimmel_unwa_ft2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/kimmel_unwa_ft2.ckpt
|
| 311 |
+
vocal 913090472 vocal/vocal_extraction/kimmel_unwa_ft3_prev.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/kimmel_unwa_ft3_prev.ckpt
|
| 312 |
+
vocal 204483448 vocal/vocal_extraction/last_bs_roformer.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/last_bs_roformer.ckpt
|
| 313 |
+
vocal 913090472 vocal/vocal_extraction/mel_band_roformer_vocal_fullness_aname.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocal_fullness_aname.ckpt
|
| 314 |
+
vocal 913107578 vocal/vocal_extraction/mel_band_roformer_vocals_becruily.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_becruily.ckpt
|
| 315 |
+
vocal 913026650 vocal/vocal_extraction/mel_band_roformer_vocals_fv1_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv1_gabox.ckpt
|
| 316 |
+
vocal 913026650 vocal/vocal_extraction/mel_band_roformer_vocals_fv2_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv2_gabox.ckpt
|
| 317 |
+
vocal 913026650 vocal/vocal_extraction/mel_band_roformer_vocals_fv3_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv3_gabox.ckpt
|
| 318 |
+
vocal 913026650 vocal/vocal_extraction/mel_band_roformer_vocals_fv4_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv4_gabox.ckpt
|
| 319 |
+
vocal 913026650 vocal/vocal_extraction/mel_band_roformer_vocals_fv5_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv5_gabox.ckpt
|
| 320 |
+
vocal 913031195 vocal/vocal_extraction/mel_band_roformer_vocals_fv6_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv6_gabox.ckpt
|
| 321 |
+
vocal 913091027 vocal/vocal_extraction/mel_band_roformer_vocals_fv7b_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_fv7b_gabox.ckpt
|
| 322 |
+
vocal 913026650 vocal/vocal_extraction/mel_band_roformer_vocals_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_gabox.ckpt
|
| 323 |
+
vocal 913031195 vocal/vocal_extraction/mel_band_roformer_vocals_v2_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/mel_band_roformer_vocals_v2_gabox.ckpt
|
| 324 |
+
vocal 1479745022 vocal/vocal_extraction/melband_roformer_big_beta1.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/melband_roformer_big_beta1.ckpt
|
| 325 |
+
vocal 1479745022 vocal/vocal_extraction/melband_roformer_big_beta2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/melband_roformer_big_beta2.ckpt
|
| 326 |
+
vocal 1479738496 vocal/vocal_extraction/melband_roformer_big_beta3.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/melband_roformer_big_beta3.ckpt
|
| 327 |
+
vocal 1574477088 vocal/vocal_extraction/melband_roformer_big_beta4.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/melband_roformer_big_beta4.ckpt
|
| 328 |
+
vocal 102410301 vocal/vocal_extraction/model_bs_polarformer_float16.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_bs_polarformer_float16.ckpt
|
| 329 |
+
vocal 639331213 vocal/vocal_extraction/model_bs_roformer_ep_317_sdr_12.9755.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_bs_roformer_ep_317_sdr_12.9755.ckpt
|
| 330 |
+
vocal 639317465 vocal/vocal_extraction/model_bs_roformer_ep_368_sdr_12.9628.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_bs_roformer_ep_368_sdr_12.9628.ckpt
|
| 331 |
+
vocal 639330302 vocal/vocal_extraction/model_bsrofomer_essid_vocals.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_bsrofomer_essid_vocals.ckpt
|
| 332 |
+
vocal 1007816988 vocal/vocal_extraction/model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt
|
| 333 |
+
vocal 725806842 vocal/vocal_extraction/model_vocals.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_vocals.ckpt
|
| 334 |
+
vocal 134917909 vocal/vocal_extraction/model_vocals_mel_band_roformer_sdr_8.42.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/model_vocals_mel_band_roformer_sdr_8.42.ckpt
|
| 335 |
+
vocal 489571079 vocal/vocal_extraction/voc_fv7.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/voc_fv7.ckpt
|
| 336 |
+
vocal 913030778 vocal/vocal_extraction/vocfv7beta2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/vocfv7beta2.ckpt
|
| 337 |
+
vocal 913030778 vocal/vocal_extraction/vocfv7beta3.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_extraction/vocfv7beta3.ckpt
|
| 338 |
+
vocal 527119779 vocal/vocal_gender_chorus/bs_roformer_male_female_by_aufr33_sdr_7.2889.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_gender_chorus/bs_roformer_male_female_by_aufr33_sdr_7.2889.ckpt
|
| 339 |
+
vocal 527121477 vocal/vocal_gender_chorus/model_chorus_bs_roformer_ep_146_sdr_23.8613.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_gender_chorus/model_chorus_bs_roformer_ep_146_sdr_23.8613.ckpt
|
| 340 |
+
vocal 527121477 vocal/vocal_gender_chorus/model_chorus_bs_roformer_ep_267_sdr_24.1275.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_gender_chorus/model_chorus_bs_roformer_ep_267_sdr_24.1275.ckpt
|
| 341 |
+
vocal 204483033 vocal/vocal_instrumental_dual/BS-Roformer-Resurrection-Inst.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/BS-Roformer-Resurrection-Inst.ckpt
|
| 342 |
+
vocal 393351501 vocal/vocal_instrumental_dual/BS_Inst_EXP_VRL.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/BS_Inst_EXP_VRL.ckpt
|
| 343 |
+
vocal 913026650 vocal/vocal_instrumental_dual/INSTV10.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/INSTV10.ckpt
|
| 344 |
+
vocal 448093770 vocal/vocal_instrumental_dual/MDX23C-8KFFT-InstVoc_HQ_2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/MDX23C-8KFFT-InstVoc_HQ_2.ckpt
|
| 345 |
+
vocal 299892736 vocal/vocal_instrumental_dual/MelBand_Roformer_Kim_InstVoc_Duality_V1_by_Unwa.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/MelBand_Roformer_Kim_InstVoc_Duality_V1_by_Unwa.ckpt
|
| 346 |
+
vocal 3407872 vocal/vocal_instrumental_dual/MelBand_Roformer_Kim_InstVoc_Duality_V2_by_Unwa.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/MelBand_Roformer_Kim_InstVoc_Duality_V2_by_Unwa.ckpt
|
| 347 |
+
vocal 435006815 vocal/vocal_instrumental_dual/becruily_deux.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/becruily_deux.ckpt
|
| 348 |
+
vocal 332004435 vocal/vocal_instrumental_dual/bs_roformer_fno.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/bs_roformer_fno.ckpt
|
| 349 |
+
vocal 204483033 vocal/vocal_instrumental_dual/bs_roformer_instrumental_resurrection_gabox.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/bs_roformer_instrumental_resurrection_gabox.ckpt
|
| 350 |
+
vocal 913043907 vocal/vocal_instrumental_dual/duality_v1.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/duality_v1.ckpt
|
| 351 |
+
vocal 913106900 vocal/vocal_instrumental_dual/essid_mel_vocal_v1.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/essid_mel_vocal_v1.ckpt
|
| 352 |
+
vocal 913106900 vocal/vocal_instrumental_dual/essid_mel_vocal_v2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/essid_mel_vocal_v2.ckpt
|
| 353 |
+
vocal 913090472 vocal/vocal_instrumental_dual/inst_v1_plus_test.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/inst_v1_plus_test.ckpt
|
| 354 |
+
vocal 913102724 vocal/vocal_instrumental_dual/inst_v1e.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/inst_v1e.ckpt
|
| 355 |
+
vocal 913090472 vocal/vocal_instrumental_dual/inst_v1e_plus.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/inst_v1e_plus.ckpt
|
| 356 |
+
vocal 913100690 vocal/vocal_instrumental_dual/melband_roformer_inst_v1.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/melband_roformer_inst_v1.ckpt
|
| 357 |
+
vocal 1574477088 vocal/vocal_instrumental_dual/melband_roformer_inst_v2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/melband_roformer_inst_v2.ckpt
|
| 358 |
+
vocal 1719116358 vocal/vocal_instrumental_dual/melband_roformer_instvoc_duality_v1.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/melband_roformer_instvoc_duality_v1.ckpt
|
| 359 |
+
vocal 1719116358 vocal/vocal_instrumental_dual/melband_roformer_instvox_duality_v2.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/melband_roformer_instvox_duality_v2.ckpt
|
| 360 |
+
vocal 944683368 vocal/vocal_instrumental_dual/metal_roformer_inst_mesk_preview.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/metal_roformer_inst_mesk_preview.ckpt
|
| 361 |
+
vocal 448103606 vocal/vocal_instrumental_dual/model_mdx23c_ep_0_sdr_14.6632.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/model_mdx23c_ep_0_sdr_14.6632.ckpt
|
| 362 |
+
vocal 939903161 vocal/vocal_instrumental_dual/model_swin_upernet_ep_56_sdr_10.6703.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/model_swin_upernet_ep_56_sdr_10.6703.ckpt
|
| 363 |
+
vocal 168124336 vocal/vocal_instrumental_dual/model_vocals_htdemucs_sdr_8.78.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/model_vocals_htdemucs_sdr_8.78.ckpt
|
| 364 |
+
vocal 448101203 vocal/vocal_instrumental_dual/model_vocals_mdx23c_sdr_10.17.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/model_vocals_mdx23c_sdr_10.17.ckpt
|
| 365 |
+
vocal 863683537 vocal/vocal_instrumental_dual/model_vocals_segm_models_sdr_9.77.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/model_vocals_segm_models_sdr_9.77.ckpt
|
| 366 |
+
vocal 204483448 vocal/vocal_instrumental_dual/neo_inst_beta.ckpt /Volumes/2T/pymss/all_models/vocal/vocal_instrumental_dual/neo_inst_beta.ckpt
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README.md
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---
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license: apache-2.0
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---
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cleanup/audio_restoration/Apollo_LQ_MP3_restoration.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:99d9af7f1ff20e63c393035513a655392818d66b4d7fc23d658175c1f15e8d76
|
| 3 |
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size 66541845
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cleanup/audio_restoration/Apollo_LQ_MP3_restoration.pymss_state_dict.json
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{
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"input": "models/smoke/apollo/Apollo_LQ_MP3_restoration.ckpt",
|
| 3 |
+
"output": "models/smoke/apollo/Apollo_LQ_MP3_restoration.pymss_state_dict.pt",
|
| 4 |
+
"top_level_type": "dict",
|
| 5 |
+
"top_level_keys": [
|
| 6 |
+
"model_name",
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"state_dict",
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+
"model_args",
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| 9 |
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"infos"
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+
],
|
| 11 |
+
"state_dict_tensors": 654,
|
| 12 |
+
"state_dict_parameters": 16577708,
|
| 13 |
+
"first_keys": [
|
| 14 |
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"BN.0.0.weight",
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"BN.0.1.weight",
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"BN.1.0.weight",
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| 18 |
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"BN.1.1.weight",
|
| 19 |
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"BN.1.1.bias",
|
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|
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|
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|
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|
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|
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|
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|
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|
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"BN.6.1.weight"
|
| 34 |
+
]
|
| 35 |
+
}
|
cleanup/audio_restoration/Apollo_LQ_MP3_restoration.pymss_state_dict.pt
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 66528927
|
cleanup/audio_restoration/Apollo_LQ_MP3_restoration.yaml
ADDED
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@@ -0,0 +1,31 @@
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audio:
|
| 2 |
+
chunk_size: 132300
|
| 3 |
+
min_mean_abs: 0.0
|
| 4 |
+
num_channels: 2
|
| 5 |
+
sample_rate: 44100
|
| 6 |
+
augmentations:
|
| 7 |
+
enable: false
|
| 8 |
+
inference:
|
| 9 |
+
batch_size: 1
|
| 10 |
+
overlap_size: 99225
|
| 11 |
+
model:
|
| 12 |
+
feature_dim: 256
|
| 13 |
+
layer: 6
|
| 14 |
+
sr: 44100
|
| 15 |
+
win: 20
|
| 16 |
+
training:
|
| 17 |
+
batch_size: 2
|
| 18 |
+
coarse_loss_clip: true
|
| 19 |
+
grad_clip: 0
|
| 20 |
+
instruments:
|
| 21 |
+
- restored
|
| 22 |
+
- addition
|
| 23 |
+
lr: 1.0
|
| 24 |
+
num_epochs: 1000
|
| 25 |
+
num_steps: 1000
|
| 26 |
+
optimizer: prodigy
|
| 27 |
+
patience: 2
|
| 28 |
+
q: 0.95
|
| 29 |
+
reduce_factor: 0.95
|
| 30 |
+
target_instrument: restored
|
| 31 |
+
use_amp: true
|
cleanup/audio_restoration/apollo_model.ckpt
ADDED
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:61b93332da9cde13925b2726b0b31167b05bc20030271b19a583ccf76d69354b
|
| 3 |
+
size 66532080
|
cleanup/audio_restoration/apollo_model.yaml
ADDED
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
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chunk_size: 132300
|
| 3 |
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num_channels: 2
|
| 4 |
+
sample_rate: 44100
|
| 5 |
+
min_mean_abs: 0.0
|
| 6 |
+
|
| 7 |
+
model:
|
| 8 |
+
sr: 44100
|
| 9 |
+
win: 20
|
| 10 |
+
feature_dim: 256
|
| 11 |
+
layer: 6
|
| 12 |
+
|
| 13 |
+
training:
|
| 14 |
+
instruments: ['restored', 'addition']
|
| 15 |
+
target_instrument: 'restored'
|
| 16 |
+
batch_size: 1
|
| 17 |
+
gradient_accumulation_steps: 2
|
| 18 |
+
num_steps: 1000
|
| 19 |
+
num_epochs: 1000
|
| 20 |
+
optimizer: 'prodigy'
|
| 21 |
+
lr: 1.0
|
| 22 |
+
patience: 2
|
| 23 |
+
reduce_factor: 0.95
|
| 24 |
+
coarse_loss_clip: true
|
| 25 |
+
grad_clip: 0
|
| 26 |
+
q: 0.95
|
| 27 |
+
use_amp: false
|
| 28 |
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|
| 29 |
+
optimizer:
|
| 30 |
+
weight_decay: 0.01
|
| 31 |
+
betas: [0.5, 0.99]
|
| 32 |
+
|
| 33 |
+
augmentations:
|
| 34 |
+
enable: false # enable or disable all augmentations (to fast disable if needed)
|
| 35 |
+
loudness: true # randomly change loudness of each stem on the range (loudness_min; loudness_max)
|
| 36 |
+
loudness_min: 0.5
|
| 37 |
+
loudness_max: 1.5
|
| 38 |
+
|
| 39 |
+
inference:
|
| 40 |
+
batch_size: 1
|
| 41 |
+
overlap_size: 99225
|
cleanup/audio_restoration/apollo_model_v2.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:d9255c2f43b467840260dc4c0f99f26bcdb0a7c3523d7b5165d13322ca955b41
|
| 3 |
+
size 38159792
|
cleanup/audio_restoration/apollo_model_v2.yaml
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 132300
|
| 3 |
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num_channels: 2
|
| 4 |
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sample_rate: 44100
|
| 5 |
+
min_mean_abs: 0.0
|
| 6 |
+
|
| 7 |
+
model:
|
| 8 |
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sr: 44100
|
| 9 |
+
win: 20
|
| 10 |
+
feature_dim: 256
|
| 11 |
+
layer: 6
|
| 12 |
+
|
| 13 |
+
training:
|
| 14 |
+
instruments: ['restored', 'addition']
|
| 15 |
+
target_instrument: 'restored'
|
| 16 |
+
batch_size: 1
|
| 17 |
+
gradient_accumulation_steps: 2
|
| 18 |
+
num_steps: 1000
|
| 19 |
+
num_epochs: 1000
|
| 20 |
+
optimizer: 'prodigy'
|
| 21 |
+
lr: 1.0
|
| 22 |
+
patience: 2
|
| 23 |
+
reduce_factor: 0.95
|
| 24 |
+
coarse_loss_clip: true
|
| 25 |
+
grad_clip: 0
|
| 26 |
+
q: 0.95
|
| 27 |
+
use_amp: false
|
| 28 |
+
|
| 29 |
+
optimizer:
|
| 30 |
+
weight_decay: 0.01
|
| 31 |
+
betas: [0.5, 0.99]
|
| 32 |
+
|
| 33 |
+
augmentations:
|
| 34 |
+
enable: false # enable or disable all augmentations (to fast disable if needed)
|
| 35 |
+
loudness: true # randomly change loudness of each stem on the range (loudness_min; loudness_max)
|
| 36 |
+
loudness_min: 0.5
|
| 37 |
+
loudness_max: 1.5
|
| 38 |
+
|
| 39 |
+
inference:
|
| 40 |
+
batch_size: 1
|
| 41 |
+
overlap_size: 99225
|
cleanup/audio_restoration/model_apollo_vocals_ep_54.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:59e1311f93e1f0fde6d5d11fa69d97e41cdee39be38f0cf4ccb80cfce34b2a2b
|
| 3 |
+
size 194278526
|
cleanup/audio_restoration/model_apollo_vocals_ep_54.yaml
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 441000
|
| 3 |
+
min_mean_abs: 0.0
|
| 4 |
+
num_channels: 2
|
| 5 |
+
sample_rate: 44100
|
| 6 |
+
augmentations:
|
| 7 |
+
enable: false
|
| 8 |
+
inference:
|
| 9 |
+
batch_size: 1
|
| 10 |
+
overlap_size: 330750
|
| 11 |
+
model:
|
| 12 |
+
feature_dim: 384
|
| 13 |
+
layer: 8
|
| 14 |
+
sr: 44100
|
| 15 |
+
win: 20
|
| 16 |
+
training:
|
| 17 |
+
batch_size: 1
|
| 18 |
+
coarse_loss_clip: true
|
| 19 |
+
grad_clip: 0
|
| 20 |
+
instruments:
|
| 21 |
+
- restored
|
| 22 |
+
- addition
|
| 23 |
+
lr: 1.0
|
| 24 |
+
num_epochs: 1000
|
| 25 |
+
num_steps: 1000
|
| 26 |
+
optimizer: prodigy
|
| 27 |
+
patience: 2
|
| 28 |
+
q: 0.95
|
| 29 |
+
reduce_factor: 0.95
|
| 30 |
+
target_instrument: restored
|
| 31 |
+
use_amp: true
|
cleanup/crowd_removal/mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca8799531fe51c94172cc047226209ed48bf7d8c02e04671795a15d2a1c318af
|
| 3 |
+
size 913096801
|
cleanup/crowd_removal/mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144.yaml
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 352800
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 256
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
batch_size: 2
|
| 43 |
+
gradient_accumulation_steps: 1
|
| 44 |
+
grad_clip: 0
|
| 45 |
+
instruments:
|
| 46 |
+
- crowd
|
| 47 |
+
- other
|
| 48 |
+
lr: 1.0e-05
|
| 49 |
+
patience: 8
|
| 50 |
+
reduce_factor: 0.95
|
| 51 |
+
target_instrument: crowd
|
| 52 |
+
num_epochs: 1000
|
| 53 |
+
num_steps: 4032
|
| 54 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 55 |
+
augmentation_type: null
|
| 56 |
+
use_mp3_compress: false # Deprecated
|
| 57 |
+
augmentation_mix: false # Mix several stems of the same type with some probability
|
| 58 |
+
augmentation_loudness: false # randomly change loudness of each stem
|
| 59 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 60 |
+
augmentation_loudness_min: 0
|
| 61 |
+
augmentation_loudness_max: 0
|
| 62 |
+
q: 0.95
|
| 63 |
+
coarse_loss_clip: false
|
| 64 |
+
ema_momentum: 0.999
|
| 65 |
+
optimizer: adam
|
| 66 |
+
other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
|
| 67 |
+
|
| 68 |
+
inference:
|
| 69 |
+
batch_size: 1
|
| 70 |
+
dim_t: 256
|
| 71 |
+
overlap_size: 17640
|
cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_aggr_sdr_27.9768.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a25e3b233722cd81e2de7b8e798a3fef29d4b9799ccacda60b0dc958a1e2a5bb
|
| 3 |
+
size 913097300
|
cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_aggr_sdr_27.9768.yaml
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 352800
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 256
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
batch_size: 2
|
| 43 |
+
gradient_accumulation_steps: 1
|
| 44 |
+
grad_clip: 0
|
| 45 |
+
instruments:
|
| 46 |
+
- dry
|
| 47 |
+
- other
|
| 48 |
+
lr: 1.0e-05
|
| 49 |
+
patience: 8
|
| 50 |
+
reduce_factor: 0.95
|
| 51 |
+
target_instrument: dry
|
| 52 |
+
num_epochs: 1000
|
| 53 |
+
num_steps: 4032
|
| 54 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 55 |
+
augmentation_type: null
|
| 56 |
+
use_mp3_compress: false # Deprecated
|
| 57 |
+
augmentation_mix: false # Mix several stems of the same type with some probability
|
| 58 |
+
augmentation_loudness: false # randomly change loudness of each stem
|
| 59 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 60 |
+
augmentation_loudness_min: 0
|
| 61 |
+
augmentation_loudness_max: 0
|
| 62 |
+
q: 0.95
|
| 63 |
+
coarse_loss_clip: false
|
| 64 |
+
ema_momentum: 0.999
|
| 65 |
+
optimizer: adam
|
| 66 |
+
other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
|
| 67 |
+
|
| 68 |
+
inference:
|
| 69 |
+
batch_size: 2
|
| 70 |
+
dim_t: 256
|
| 71 |
+
overlap_size: 17640
|
cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_sdr_27.9959.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c1c39191edc34e942ca7f2346ce6b6c0e1208a5f76349ffce6f696bd12910de
|
| 3 |
+
size 913097300
|
cleanup/noise_bleed_control/denoise_mel_band_roformer_aufr33_sdr_27.9959.yaml
ADDED
|
@@ -0,0 +1,71 @@
|
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|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 352800
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 256
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
batch_size: 2
|
| 43 |
+
gradient_accumulation_steps: 1
|
| 44 |
+
grad_clip: 0
|
| 45 |
+
instruments:
|
| 46 |
+
- dry
|
| 47 |
+
- other
|
| 48 |
+
lr: 1.0e-05
|
| 49 |
+
patience: 8
|
| 50 |
+
reduce_factor: 0.95
|
| 51 |
+
target_instrument: dry
|
| 52 |
+
num_epochs: 1000
|
| 53 |
+
num_steps: 4032
|
| 54 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 55 |
+
augmentation_type: null
|
| 56 |
+
use_mp3_compress: false # Deprecated
|
| 57 |
+
augmentation_mix: false # Mix several stems of the same type with some probability
|
| 58 |
+
augmentation_loudness: false # randomly change loudness of each stem
|
| 59 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 60 |
+
augmentation_loudness_min: 0
|
| 61 |
+
augmentation_loudness_max: 0
|
| 62 |
+
q: 0.95
|
| 63 |
+
coarse_loss_clip: false
|
| 64 |
+
ema_momentum: 0.999
|
| 65 |
+
optimizer: adam
|
| 66 |
+
other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
|
| 67 |
+
|
| 68 |
+
inference:
|
| 69 |
+
batch_size: 2
|
| 70 |
+
dim_t: 256
|
| 71 |
+
overlap_size: 17640
|
cleanup/noise_bleed_control/kimmel_unwa_ft2_bleedless.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c450bd66a98b49dd03231fc5ebb84121eef8418236b179423c2b171d62b04d9
|
| 3 |
+
size 913101368
|
cleanup/noise_bleed_control/kimmel_unwa_ft2_bleedless.yaml
ADDED
|
@@ -0,0 +1,72 @@
|
|
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|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 256
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
batch_size: 1
|
| 43 |
+
gradient_accumulation_steps: 1
|
| 44 |
+
grad_clip: 0
|
| 45 |
+
instruments:
|
| 46 |
+
- vocals
|
| 47 |
+
- other
|
| 48 |
+
lr: 1.0e-05
|
| 49 |
+
patience: 2
|
| 50 |
+
reduce_factor: 0.95
|
| 51 |
+
target_instrument: vocals
|
| 52 |
+
num_epochs: 1000
|
| 53 |
+
num_steps: 1000
|
| 54 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 55 |
+
augmentation_type: null
|
| 56 |
+
use_mp3_compress: false # Deprecated
|
| 57 |
+
augmentation_mix: false # Mix several stems of the same type with some probability
|
| 58 |
+
augmentation_loudness: false # randomly change loudness of each stem
|
| 59 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 60 |
+
augmentation_loudness_min: 0
|
| 61 |
+
augmentation_loudness_max: 0
|
| 62 |
+
q: 0.95
|
| 63 |
+
coarse_loss_clip: false
|
| 64 |
+
ema_momentum: 0.999
|
| 65 |
+
optimizer: adam
|
| 66 |
+
other_fix: true # it's needed for checking on multisong dataset if other is actually instrumental
|
| 67 |
+
use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
|
| 68 |
+
|
| 69 |
+
inference:
|
| 70 |
+
batch_size: 1
|
| 71 |
+
dim_t: 1101
|
| 72 |
+
overlap_size: 24255
|
cleanup/noise_bleed_control/mel_band_roformer_bleed_suppressor_v1.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a9a9d10faa7f8997676a78e66d741d7acb9cc449334763f3c8f626d68ec6e575
|
| 3 |
+
size 913102724
|
cleanup/noise_bleed_control/mel_band_roformer_bleed_suppressor_v1.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 801
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- Instrumental
|
| 44 |
+
- Bleed
|
| 45 |
+
target_instrument: Instrumental
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 1
|
| 50 |
+
dim_t: 801
|
| 51 |
+
overlap_size: 24255
|
cleanup/noise_bleed_control/mel_band_roformer_denoise_debleed_gabox.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91aa7a546ed2e93482e4629c982d35b0d258bb3de6eeab497fd91658cc86c7fd
|
| 3 |
+
size 913026650
|
cleanup/noise_bleed_control/mel_band_roformer_denoise_debleed_gabox.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- Instrumental
|
| 44 |
+
- Vocals
|
| 45 |
+
target_instrument: Instrumental
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 1
|
| 50 |
+
dim_t: 1101
|
| 51 |
+
overlap_size: 24255
|
cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v1_gabox.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de972fb724601beef237abe94c8b934c73218e9baf3e344ab4c2333276e5cfe7
|
| 3 |
+
size 913026650
|
cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v1_gabox.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- Instrumental
|
| 44 |
+
- Vocals
|
| 45 |
+
target_instrument: Instrumental
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 1
|
| 50 |
+
dim_t: 1101
|
| 51 |
+
overlap_size: 24255
|
cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v2_gabox.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6109687febb8f18cd5a45207fee35f18ba8b9467b18a4b2e982a3b7dc04a9d72
|
| 3 |
+
size 913026650
|
cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v2_gabox.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- Instrumental
|
| 44 |
+
- Vocals
|
| 45 |
+
target_instrument: Instrumental
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 1
|
| 50 |
+
dim_t: 1101
|
| 51 |
+
overlap_size: 24255
|
cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v3_gabox.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5578545e094e584835b3184310ed1b12072f15d4b6ed8f4359ecc17358a66676
|
| 3 |
+
size 913026650
|
cleanup/noise_bleed_control/mel_band_roformer_instrumental_bleedless_v3_gabox.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- Instrumental
|
| 44 |
+
- Vocals
|
| 45 |
+
target_instrument: Instrumental
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 1
|
| 50 |
+
dim_t: 1101
|
| 51 |
+
overlap_size: 24255
|
experimental_general/BS-Roformer_LargeV1.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3d1334565bb9e4c08f4b3891d5ac39e269b511baf66024a3fd8a10112d52b945
|
| 3 |
+
size 740263433
|
experimental_general/BS-Roformer_LargeV1.yaml
ADDED
|
@@ -0,0 +1,169 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 352800
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 801
|
| 5 |
+
hop_length: 441
|
| 6 |
+
min_mean_abs: 0.0
|
| 7 |
+
n_fft: 2048
|
| 8 |
+
num_channels: 2
|
| 9 |
+
sample_rate: 44100
|
| 10 |
+
augmentations:
|
| 11 |
+
all:
|
| 12 |
+
channel_shuffle: 0.5
|
| 13 |
+
mp3_compression: 0.05
|
| 14 |
+
mp3_compression_backend: lameenc
|
| 15 |
+
mp3_compression_max_bitrate: 320
|
| 16 |
+
mp3_compression_min_bitrate: 32
|
| 17 |
+
pedalboard_mp3_compressor: 0.005
|
| 18 |
+
pedalboard_mp3_compressor_pedalboard_mp3_compressor_max: 9.999
|
| 19 |
+
pedalboard_mp3_compressor_pedalboard_mp3_compressor_min: 0
|
| 20 |
+
pedalboard_resample: 0.001
|
| 21 |
+
pedalboard_resample_target_sample_rate_max: 44100
|
| 22 |
+
pedalboard_resample_target_sample_rate_min: 4000
|
| 23 |
+
random_inverse: 0.1
|
| 24 |
+
random_polarity: 0.5
|
| 25 |
+
vocals:
|
| 26 |
+
pedalboard_reverb: 0.01
|
| 27 |
+
pedalboard_reverb_damping_max: 0.9
|
| 28 |
+
pedalboard_reverb_damping_min: 0.1
|
| 29 |
+
pedalboard_reverb_dry_level_max: 0.9
|
| 30 |
+
pedalboard_reverb_dry_level_min: 0.1
|
| 31 |
+
pedalboard_reverb_room_size_max: 0.9
|
| 32 |
+
pedalboard_reverb_room_size_min: 0.1
|
| 33 |
+
pedalboard_reverb_wet_level_max: 0.9
|
| 34 |
+
pedalboard_reverb_wet_level_min: 0.1
|
| 35 |
+
pedalboard_reverb_width_max: 1.0
|
| 36 |
+
pedalboard_reverb_width_min: 0.9
|
| 37 |
+
pitch_shift: 0.25
|
| 38 |
+
pitch_shift_max_semitones: 7
|
| 39 |
+
pitch_shift_min_semitones: -7
|
| 40 |
+
seven_band_parametric_eq: 0.25
|
| 41 |
+
seven_band_parametric_eq_max_gain_db: 9
|
| 42 |
+
seven_band_parametric_eq_min_gain_db: -9
|
| 43 |
+
tanh_distortion: 0.01
|
| 44 |
+
tanh_distortion_max: 0.7
|
| 45 |
+
tanh_distortion_min: 0.1
|
| 46 |
+
enable: true
|
| 47 |
+
loudness: true
|
| 48 |
+
loudness_max: 1.5
|
| 49 |
+
loudness_min: 0.5
|
| 50 |
+
mixup: false
|
| 51 |
+
mixup_loudness_max: 1.75
|
| 52 |
+
mixup_loudness_min: 0.25
|
| 53 |
+
mixup_probs: !!python/tuple
|
| 54 |
+
- 0.2
|
| 55 |
+
- 0.02
|
| 56 |
+
inference:
|
| 57 |
+
batch_size: 2
|
| 58 |
+
dim_t: 1101
|
| 59 |
+
overlap_size: 17640
|
| 60 |
+
model:
|
| 61 |
+
attn_dropout: 0.1
|
| 62 |
+
depth: 16
|
| 63 |
+
dim: 512
|
| 64 |
+
dim_freqs_in: 1025
|
| 65 |
+
dim_head: 64
|
| 66 |
+
ff_dropout: 0.1
|
| 67 |
+
flash_attn: true
|
| 68 |
+
freq_transformer_depth: 1
|
| 69 |
+
freqs_per_bands: !!python/tuple
|
| 70 |
+
- 2
|
| 71 |
+
- 2
|
| 72 |
+
- 2
|
| 73 |
+
- 2
|
| 74 |
+
- 2
|
| 75 |
+
- 2
|
| 76 |
+
- 2
|
| 77 |
+
- 2
|
| 78 |
+
- 2
|
| 79 |
+
- 2
|
| 80 |
+
- 2
|
| 81 |
+
- 2
|
| 82 |
+
- 2
|
| 83 |
+
- 2
|
| 84 |
+
- 2
|
| 85 |
+
- 2
|
| 86 |
+
- 2
|
| 87 |
+
- 2
|
| 88 |
+
- 2
|
| 89 |
+
- 2
|
| 90 |
+
- 2
|
| 91 |
+
- 2
|
| 92 |
+
- 2
|
| 93 |
+
- 2
|
| 94 |
+
- 4
|
| 95 |
+
- 4
|
| 96 |
+
- 4
|
| 97 |
+
- 4
|
| 98 |
+
- 4
|
| 99 |
+
- 4
|
| 100 |
+
- 4
|
| 101 |
+
- 4
|
| 102 |
+
- 4
|
| 103 |
+
- 4
|
| 104 |
+
- 4
|
| 105 |
+
- 4
|
| 106 |
+
- 12
|
| 107 |
+
- 12
|
| 108 |
+
- 12
|
| 109 |
+
- 12
|
| 110 |
+
- 12
|
| 111 |
+
- 12
|
| 112 |
+
- 12
|
| 113 |
+
- 12
|
| 114 |
+
- 24
|
| 115 |
+
- 24
|
| 116 |
+
- 24
|
| 117 |
+
- 24
|
| 118 |
+
- 24
|
| 119 |
+
- 24
|
| 120 |
+
- 24
|
| 121 |
+
- 24
|
| 122 |
+
- 48
|
| 123 |
+
- 48
|
| 124 |
+
- 48
|
| 125 |
+
- 48
|
| 126 |
+
- 48
|
| 127 |
+
- 48
|
| 128 |
+
- 48
|
| 129 |
+
- 48
|
| 130 |
+
- 128
|
| 131 |
+
- 129
|
| 132 |
+
heads: 8
|
| 133 |
+
linear_transformer_depth: 0
|
| 134 |
+
mask_estimator_depth: 2
|
| 135 |
+
multi_stft_hop_size: 147
|
| 136 |
+
multi_stft_normalized: false
|
| 137 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 138 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 139 |
+
- 4096
|
| 140 |
+
- 2048
|
| 141 |
+
- 1024
|
| 142 |
+
- 512
|
| 143 |
+
- 256
|
| 144 |
+
num_stems: 1
|
| 145 |
+
stereo: true
|
| 146 |
+
stft_hop_length: 441
|
| 147 |
+
stft_n_fft: 2048
|
| 148 |
+
stft_normalized: false
|
| 149 |
+
stft_win_length: 2048
|
| 150 |
+
time_transformer_depth: 1
|
| 151 |
+
training:
|
| 152 |
+
batch_size: 1
|
| 153 |
+
coarse_loss_clip: true
|
| 154 |
+
ema_momentum: 0.999
|
| 155 |
+
grad_clip: 0
|
| 156 |
+
gradient_accumulation_steps: 1
|
| 157 |
+
instruments:
|
| 158 |
+
- vocals
|
| 159 |
+
- other
|
| 160 |
+
lr: 2.0e-07
|
| 161 |
+
num_epochs: 1000
|
| 162 |
+
num_steps: 5000
|
| 163 |
+
optimizer: adamw8bit
|
| 164 |
+
other_fix: true
|
| 165 |
+
patience: 2
|
| 166 |
+
q: 0.95
|
| 167 |
+
reduce_factor: 0.95
|
| 168 |
+
target_instrument: vocals
|
| 169 |
+
use_amp: true
|
experimental_general/BS_Roformer_FNF_V1.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:10b6f24495595f976390083ba115371d29b0fd600400488342f168935da3e834
|
| 3 |
+
size 613995746
|
experimental_general/BS_Roformer_FNF_V1.yaml
ADDED
|
@@ -0,0 +1,140 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 65536
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1536 # don't work (use in model)
|
| 5 |
+
hop_length: 441 # don't work (use in model)
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 256
|
| 13 |
+
depth: 12
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
linear_transformer_depth: 0
|
| 19 |
+
freqs_per_bands: !!python/tuple
|
| 20 |
+
- 2
|
| 21 |
+
- 2
|
| 22 |
+
- 2
|
| 23 |
+
- 2
|
| 24 |
+
- 2
|
| 25 |
+
- 2
|
| 26 |
+
- 2
|
| 27 |
+
- 2
|
| 28 |
+
- 2
|
| 29 |
+
- 2
|
| 30 |
+
- 2
|
| 31 |
+
- 2
|
| 32 |
+
- 2
|
| 33 |
+
- 2
|
| 34 |
+
- 2
|
| 35 |
+
- 2
|
| 36 |
+
- 2
|
| 37 |
+
- 2
|
| 38 |
+
- 2
|
| 39 |
+
- 2
|
| 40 |
+
- 2
|
| 41 |
+
- 2
|
| 42 |
+
- 2
|
| 43 |
+
- 2
|
| 44 |
+
- 4
|
| 45 |
+
- 4
|
| 46 |
+
- 4
|
| 47 |
+
- 4
|
| 48 |
+
- 4
|
| 49 |
+
- 4
|
| 50 |
+
- 4
|
| 51 |
+
- 4
|
| 52 |
+
- 4
|
| 53 |
+
- 4
|
| 54 |
+
- 4
|
| 55 |
+
- 4
|
| 56 |
+
- 12
|
| 57 |
+
- 12
|
| 58 |
+
- 12
|
| 59 |
+
- 12
|
| 60 |
+
- 12
|
| 61 |
+
- 12
|
| 62 |
+
- 12
|
| 63 |
+
- 12
|
| 64 |
+
- 24
|
| 65 |
+
- 24
|
| 66 |
+
- 24
|
| 67 |
+
- 24
|
| 68 |
+
- 24
|
| 69 |
+
- 24
|
| 70 |
+
- 24
|
| 71 |
+
- 24
|
| 72 |
+
- 48
|
| 73 |
+
- 48
|
| 74 |
+
- 48
|
| 75 |
+
- 48
|
| 76 |
+
- 48
|
| 77 |
+
- 48
|
| 78 |
+
- 48
|
| 79 |
+
- 48
|
| 80 |
+
- 128
|
| 81 |
+
- 129
|
| 82 |
+
dim_head: 64
|
| 83 |
+
heads: 8
|
| 84 |
+
attn_dropout: 0.
|
| 85 |
+
ff_dropout: 0.
|
| 86 |
+
flash_attn: true
|
| 87 |
+
dim_freqs_in: 1025
|
| 88 |
+
stft_n_fft: 2048
|
| 89 |
+
stft_hop_length: 512
|
| 90 |
+
stft_win_length: 2048
|
| 91 |
+
stft_normalized: false
|
| 92 |
+
mask_estimator_depth: 2
|
| 93 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 94 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 95 |
+
- 4096
|
| 96 |
+
- 2048
|
| 97 |
+
- 1024
|
| 98 |
+
- 512
|
| 99 |
+
- 256
|
| 100 |
+
multi_stft_hop_size: 147
|
| 101 |
+
multi_stft_normalized: False
|
| 102 |
+
mlp_expansion_factor: 4
|
| 103 |
+
use_torch_checkpoint: False # it allows to greatly reduce GPU memory consumption during training (not fully tested)
|
| 104 |
+
skip_connection: False # Enable skip connection between transformer blocks - can solve problem with gradients and probably faster training
|
| 105 |
+
|
| 106 |
+
training:
|
| 107 |
+
batch_size: 2
|
| 108 |
+
gradient_accumulation_steps: 1
|
| 109 |
+
grad_clip: 0
|
| 110 |
+
instruments:
|
| 111 |
+
- Voices
|
| 112 |
+
- Inst
|
| 113 |
+
patience: 10
|
| 114 |
+
reduce_factor: 0.95
|
| 115 |
+
target_instrument: Voices
|
| 116 |
+
num_epochs: 50
|
| 117 |
+
num_steps: 1000
|
| 118 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 119 |
+
augmentation_type: simple1
|
| 120 |
+
use_mp3_compress: false # Deprecated
|
| 121 |
+
augmentation_mix: true # Mix several stems of the same type with some probability
|
| 122 |
+
augmentation_loudness: true # randomly change loudness of each stem
|
| 123 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 124 |
+
augmentation_loudness_min: 0.5
|
| 125 |
+
augmentation_loudness_max: 1.5
|
| 126 |
+
q: 0.95
|
| 127 |
+
coarse_loss_clip: true
|
| 128 |
+
ema_momentum: 0.999
|
| 129 |
+
# optimizer: prodigy
|
| 130 |
+
optimizer: adam
|
| 131 |
+
# lr: 1.0
|
| 132 |
+
lr: 1.0e-5
|
| 133 |
+
other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
|
| 134 |
+
use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
|
| 135 |
+
|
| 136 |
+
inference:
|
| 137 |
+
batch_size: 2
|
| 138 |
+
dim_t: 1536
|
| 139 |
+
overlap_size: 3277
|
| 140 |
+
normalize: false
|
experimental_general/Fullness.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c67f47fa84146c8182f0061c194a51782439fe732e6ffecb810f0e4af7026f6d
|
| 3 |
+
size 913091027
|
experimental_general/Fullness.yaml
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.0
|
| 10 |
+
model:
|
| 11 |
+
dim: 384
|
| 12 |
+
depth: 6
|
| 13 |
+
stereo: true
|
| 14 |
+
num_stems: 1
|
| 15 |
+
time_transformer_depth: 1
|
| 16 |
+
freq_transformer_depth: 1
|
| 17 |
+
num_bands: 60
|
| 18 |
+
dim_head: 64
|
| 19 |
+
heads: 8
|
| 20 |
+
attn_dropout: 0
|
| 21 |
+
ff_dropout: 0
|
| 22 |
+
flash_attn: true
|
| 23 |
+
dim_freqs_in: 1025
|
| 24 |
+
sample_rate: 44100
|
| 25 |
+
stft_n_fft: 2048
|
| 26 |
+
stft_hop_length: 441
|
| 27 |
+
stft_win_length: 2048
|
| 28 |
+
stft_normalized: false
|
| 29 |
+
mask_estimator_depth: 2
|
| 30 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 31 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 32 |
+
- 4096
|
| 33 |
+
- 2048
|
| 34 |
+
- 1024
|
| 35 |
+
- 512
|
| 36 |
+
- 256
|
| 37 |
+
multi_stft_hop_size: 147
|
| 38 |
+
multi_stft_normalized: false
|
| 39 |
+
training:
|
| 40 |
+
instruments:
|
| 41 |
+
- Instrumental
|
| 42 |
+
- Vocals
|
| 43 |
+
target_instrument: Instrumental
|
| 44 |
+
use_amp: true
|
| 45 |
+
inference:
|
| 46 |
+
batch_size: 1
|
| 47 |
+
dim_t: 1101
|
| 48 |
+
overlap_size: 24255
|
experimental_general/INSTV8.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5d51dae045064a5817cd7588c46bfe2f93542d4dbe66c1e1a6e75ca081299a53
|
| 3 |
+
size 913026650
|
experimental_general/INSTV8.yaml
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.0
|
| 10 |
+
model:
|
| 11 |
+
dim: 384
|
| 12 |
+
depth: 6
|
| 13 |
+
stereo: true
|
| 14 |
+
num_stems: 1
|
| 15 |
+
time_transformer_depth: 1
|
| 16 |
+
freq_transformer_depth: 1
|
| 17 |
+
num_bands: 60
|
| 18 |
+
dim_head: 64
|
| 19 |
+
heads: 8
|
| 20 |
+
attn_dropout: 0
|
| 21 |
+
ff_dropout: 0
|
| 22 |
+
flash_attn: true
|
| 23 |
+
dim_freqs_in: 1025
|
| 24 |
+
sample_rate: 44100
|
| 25 |
+
stft_n_fft: 2048
|
| 26 |
+
stft_hop_length: 441
|
| 27 |
+
stft_win_length: 2048
|
| 28 |
+
stft_normalized: false
|
| 29 |
+
mask_estimator_depth: 2
|
| 30 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 31 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 32 |
+
- 4096
|
| 33 |
+
- 2048
|
| 34 |
+
- 1024
|
| 35 |
+
- 512
|
| 36 |
+
- 256
|
| 37 |
+
multi_stft_hop_size: 147
|
| 38 |
+
multi_stft_normalized: false
|
| 39 |
+
training:
|
| 40 |
+
instruments:
|
| 41 |
+
- Instrumental
|
| 42 |
+
- Vocals
|
| 43 |
+
target_instrument: Instrumental
|
| 44 |
+
use_amp: true
|
| 45 |
+
inference:
|
| 46 |
+
batch_size: 1
|
| 47 |
+
dim_t: 1101
|
| 48 |
+
overlap_size: 24255
|
experimental_general/INSTV9.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b689ffa942c48353bbad9e8df7b96d61a24b5c50256b0052579b327552565c8
|
| 3 |
+
size 913026650
|
experimental_general/INSTV9.yaml
ADDED
|
@@ -0,0 +1,48 @@
|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.0
|
| 10 |
+
model:
|
| 11 |
+
dim: 384
|
| 12 |
+
depth: 6
|
| 13 |
+
stereo: true
|
| 14 |
+
num_stems: 1
|
| 15 |
+
time_transformer_depth: 1
|
| 16 |
+
freq_transformer_depth: 1
|
| 17 |
+
num_bands: 60
|
| 18 |
+
dim_head: 64
|
| 19 |
+
heads: 8
|
| 20 |
+
attn_dropout: 0
|
| 21 |
+
ff_dropout: 0
|
| 22 |
+
flash_attn: true
|
| 23 |
+
dim_freqs_in: 1025
|
| 24 |
+
sample_rate: 44100
|
| 25 |
+
stft_n_fft: 2048
|
| 26 |
+
stft_hop_length: 441
|
| 27 |
+
stft_win_length: 2048
|
| 28 |
+
stft_normalized: false
|
| 29 |
+
mask_estimator_depth: 2
|
| 30 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 31 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 32 |
+
- 4096
|
| 33 |
+
- 2048
|
| 34 |
+
- 1024
|
| 35 |
+
- 512
|
| 36 |
+
- 256
|
| 37 |
+
multi_stft_hop_size: 147
|
| 38 |
+
multi_stft_normalized: false
|
| 39 |
+
training:
|
| 40 |
+
instruments:
|
| 41 |
+
- Instrumental
|
| 42 |
+
- Vocals
|
| 43 |
+
target_instrument: Instrumental
|
| 44 |
+
use_amp: true
|
| 45 |
+
inference:
|
| 46 |
+
batch_size: 1
|
| 47 |
+
dim_t: 1101
|
| 48 |
+
overlap_size: 24255
|
experimental_general/MelBandRoformerBigSYHFTV1.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e2327e3e81f19e67c307f8c830c54267c09ecb0e9c6ad2b40a80c310899c955f
|
| 3 |
+
size 1479738496
|
experimental_general/MelBandRoformerBigSYHFTV1.yaml
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.0
|
| 10 |
+
model:
|
| 11 |
+
dim: 384
|
| 12 |
+
depth: 6
|
| 13 |
+
stereo: true
|
| 14 |
+
num_stems: 1
|
| 15 |
+
time_transformer_depth: 1
|
| 16 |
+
freq_transformer_depth: 1
|
| 17 |
+
num_bands: 60
|
| 18 |
+
dim_head: 64
|
| 19 |
+
heads: 8
|
| 20 |
+
attn_dropout: 0
|
| 21 |
+
ff_dropout: 0
|
| 22 |
+
flash_attn: true
|
| 23 |
+
dim_freqs_in: 1025
|
| 24 |
+
sample_rate: 44100
|
| 25 |
+
stft_n_fft: 2048
|
| 26 |
+
stft_hop_length: 441
|
| 27 |
+
stft_win_length: 2048
|
| 28 |
+
stft_normalized: false
|
| 29 |
+
mask_estimator_depth: 3
|
| 30 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 31 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 32 |
+
- 4096
|
| 33 |
+
- 2048
|
| 34 |
+
- 1024
|
| 35 |
+
- 512
|
| 36 |
+
- 256
|
| 37 |
+
multi_stft_hop_size: 147
|
| 38 |
+
multi_stft_normalized: false
|
| 39 |
+
training:
|
| 40 |
+
instruments:
|
| 41 |
+
- vocals
|
| 42 |
+
- other
|
| 43 |
+
target_instrument: vocals
|
| 44 |
+
use_amp: true
|
| 45 |
+
inference:
|
| 46 |
+
batch_size: 1
|
| 47 |
+
dim_t: 1101
|
| 48 |
+
overlap_size: 24255
|
experimental_general/MelBandRoformerSYHFT.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f319dfcde4396ea3106658f457f5eb0bc577e113491f61ae8bab216fe84b0c0c
|
| 3 |
+
size 913096702
|
experimental_general/MelBandRoformerSYHFT.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 352800
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 256
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.0
|
| 10 |
+
model:
|
| 11 |
+
dim: 384
|
| 12 |
+
depth: 6
|
| 13 |
+
stereo: true
|
| 14 |
+
num_stems: 1
|
| 15 |
+
time_transformer_depth: 1
|
| 16 |
+
freq_transformer_depth: 1
|
| 17 |
+
num_bands: 60
|
| 18 |
+
dim_head: 64
|
| 19 |
+
heads: 8
|
| 20 |
+
attn_dropout: 0
|
| 21 |
+
ff_dropout: 0
|
| 22 |
+
flash_attn: true
|
| 23 |
+
dim_freqs_in: 1025
|
| 24 |
+
sample_rate: 44100
|
| 25 |
+
stft_n_fft: 2048
|
| 26 |
+
stft_hop_length: 441
|
| 27 |
+
stft_win_length: 2048
|
| 28 |
+
stft_normalized: false
|
| 29 |
+
mask_estimator_depth: 2
|
| 30 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 31 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 32 |
+
- 4096
|
| 33 |
+
- 2048
|
| 34 |
+
- 1024
|
| 35 |
+
- 512
|
| 36 |
+
- 256
|
| 37 |
+
multi_stft_hop_size: 147
|
| 38 |
+
multi_stft_normalized: false
|
| 39 |
+
training:
|
| 40 |
+
batch_size: 1
|
| 41 |
+
gradient_accumulation_steps: 8
|
| 42 |
+
grad_clip: 0
|
| 43 |
+
instruments:
|
| 44 |
+
- vocals
|
| 45 |
+
- other
|
| 46 |
+
lr: 0.0001
|
| 47 |
+
patience: 2
|
| 48 |
+
reduce_factor: 0.95
|
| 49 |
+
target_instrument: vocals
|
| 50 |
+
num_epochs: 1000
|
| 51 |
+
num_steps: 100
|
| 52 |
+
augmentation: true
|
| 53 |
+
augmentation_type: null
|
| 54 |
+
use_mp3_compress: false
|
| 55 |
+
augmentation_mix: true
|
| 56 |
+
augmentation_loudness: true
|
| 57 |
+
augmentation_loudness_type: 1
|
| 58 |
+
augmentation_loudness_min: 0
|
| 59 |
+
augmentation_loudness_max: 0
|
| 60 |
+
q: 0.95
|
| 61 |
+
coarse_loss_clip: false
|
| 62 |
+
ema_momentum: 0.999
|
| 63 |
+
optimizer: adamw8bit
|
| 64 |
+
other_fix: false
|
| 65 |
+
use_amp: true
|
| 66 |
+
inference:
|
| 67 |
+
batch_size: 4
|
| 68 |
+
dim_t: 256
|
| 69 |
+
overlap_size: 17640
|
experimental_general/MelBandRoformerSYHFTB1.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:739df364e7e07d072e60850c91bc525b2f8a7de468b29dcc8a948ac67cd754f3
|
| 3 |
+
size 913106158
|