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9.22k
Music Source Separation
MUSDB18
UMXL
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (other)
4.889
Music Source Separation
MUSDB18
UMXL
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (bass)
6.015
Music Source Separation
MUSDB18
UMXL
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (avg)
6.316
Music Source Separation
MUSDB18
DEMUCS
https://arxiv.org/abs/1911.13254v2
SDR (vocals)
6.84
Music Source Separation
MUSDB18
DEMUCS
https://arxiv.org/abs/1911.13254v2
SDR (drums)
6.86
Music Source Separation
MUSDB18
DEMUCS
https://arxiv.org/abs/1911.13254v2
SDR (other)
4.42
Music Source Separation
MUSDB18
DEMUCS
https://arxiv.org/abs/1911.13254v2
SDR (bass)
7.01
Music Source Separation
MUSDB18
DEMUCS
https://arxiv.org/abs/1911.13254v2
SDR (avg)
6.28
Music Source Separation
MUSDB18
TAK2
https://arxiv.org/abs/1805.02410v2
SDR (vocals)
7.16
Music Source Separation
MUSDB18
TAK2
https://arxiv.org/abs/1805.02410v2
SDR (drums)
6.81
Music Source Separation
MUSDB18
TAK2
https://arxiv.org/abs/1805.02410v2
SDR (other)
4.80
Music Source Separation
MUSDB18
TAK2
https://arxiv.org/abs/1805.02410v2
SDR (bass)
5.40
Music Source Separation
MUSDB18
TAK2
https://arxiv.org/abs/1805.02410v2
SDR (avg)
6.04
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (vocals)
7.24
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (drums)
7.01
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (other)
4.53
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (bass)
5.25
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (avg)
6.01
Music Source Separation
MUSDB18
Spleeter (MWF)
https://archives.ismir.net/ismir2019/latebreaking/
SDR (vocals)
6.86
Music Source Separation
MUSDB18
Spleeter (MWF)
https://archives.ismir.net/ismir2019/latebreaking/
SDR (drums)
6.71
Music Source Separation
MUSDB18
Spleeter (MWF)
https://archives.ismir.net/ismir2019/latebreaking/
SDR (other)
4.02
Music Source Separation
MUSDB18
Spleeter (MWF)
https://archives.ismir.net/ismir2019/latebreaking/
SDR (bass)
5.51
Music Source Separation
MUSDB18
Spleeter (MWF)
https://archives.ismir.net/ismir2019/latebreaking/
SDR (avg)
5.91
Music Source Separation
MUSDB18
LaSAFT+GPoCM
https://arxiv.org/abs/2010.11631v2
SDR (vocals)
7.33
Music Source Separation
MUSDB18
LaSAFT+GPoCM
https://arxiv.org/abs/2010.11631v2
SDR (drums)
5.68
Music Source Separation
MUSDB18
LaSAFT+GPoCM
https://arxiv.org/abs/2010.11631v2
SDR (other)
4.87
Music Source Separation
MUSDB18
LaSAFT+GPoCM
https://arxiv.org/abs/2010.11631v2
SDR (bass)
5.63
Music Source Separation
MUSDB18
LaSAFT+GPoCM
https://arxiv.org/abs/2010.11631v2
SDR (avg)
5.88
Music Source Separation
MUSDB18
X-UMX
https://arxiv.org/abs/2010.04228v4
SDR (vocals)
6.61
Music Source Separation
MUSDB18
X-UMX
https://arxiv.org/abs/2010.04228v4
SDR (drums)
6.47
Music Source Separation
MUSDB18
X-UMX
https://arxiv.org/abs/2010.04228v4
SDR (other)
4.64
Music Source Separation
MUSDB18
X-UMX
https://arxiv.org/abs/2010.04228v4
SDR (bass)
5.43
Music Source Separation
MUSDB18
X-UMX
https://arxiv.org/abs/2010.04228v4
SDR (avg)
5.79
Music Source Separation
MUSDB18
Conv-TasNet
https://arxiv.org/abs/1809.07454v3
SDR (vocals)
6.81
Music Source Separation
MUSDB18
Conv-TasNet
https://arxiv.org/abs/1809.07454v3
SDR (drums)
6.08
Music Source Separation
MUSDB18
Conv-TasNet
https://arxiv.org/abs/1809.07454v3
SDR (other)
4.37
Music Source Separation
MUSDB18
Conv-TasNet
https://arxiv.org/abs/1809.07454v3
SDR (bass)
5.66
Music Source Separation
MUSDB18
Conv-TasNet
https://arxiv.org/abs/1809.07454v3
SDR (avg)
5.73
Music Source Separation
MUSDB18
Sams-Net
https://arxiv.org/abs/1909.05746v4
SDR (vocals)
6.61
Music Source Separation
MUSDB18
Sams-Net
https://arxiv.org/abs/1909.05746v4
SDR (drums)
6.63
Music Source Separation
MUSDB18
Sams-Net
https://arxiv.org/abs/1909.05746v4
SDR (other)
4.09
Music Source Separation
MUSDB18
Sams-Net
https://arxiv.org/abs/1909.05746v4
SDR (bass)
5.25
Music Source Separation
MUSDB18
Sams-Net
https://arxiv.org/abs/1909.05746v4
SDR (avg)
5.65
Music Source Separation
MUSDB18
Meta-TasNet
https://arxiv.org/abs/2002.07016v1
SDR (vocals)
6.40
Music Source Separation
MUSDB18
Meta-TasNet
https://arxiv.org/abs/2002.07016v1
SDR (drums)
5.91
Music Source Separation
MUSDB18
Meta-TasNet
https://arxiv.org/abs/2002.07016v1
SDR (other)
4.19
Music Source Separation
MUSDB18
Meta-TasNet
https://arxiv.org/abs/2002.07016v1
SDR (bass)
5.58
Music Source Separation
MUSDB18
Meta-TasNet
https://arxiv.org/abs/2002.07016v1
SDR (avg)
5.52
Music Source Separation
MUSDB18
UMX
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (vocals)
6.32
Music Source Separation
MUSDB18
UMX
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (drums)
5.73
Music Source Separation
MUSDB18
UMX
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (other)
4.02
Music Source Separation
MUSDB18
UMX
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (bass)
5.23
Music Source Separation
MUSDB18
UMX
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (avg)
5.33
Music Source Separation
MUSDB18
Wavenet
https://arxiv.org/abs/1810.12187v2
SDR (vocals)
3.46
Music Source Separation
MUSDB18
Wavenet
https://arxiv.org/abs/1810.12187v2
SDR (drums)
4.60
Music Source Separation
MUSDB18
Wavenet
https://arxiv.org/abs/1810.12187v2
SDR (other)
0.54
Music Source Separation
MUSDB18
Wavenet
https://arxiv.org/abs/1810.12187v2
SDR (bass)
2.49
Music Source Separation
MUSDB18
Wavenet
https://arxiv.org/abs/1810.12187v2
SDR (avg)
3.5
Music Source Separation
MUSDB18
STL2
http://arxiv.org/abs/1806.03185v1
SDR (vocals)
3.25
Music Source Separation
MUSDB18
STL2
http://arxiv.org/abs/1806.03185v1
SDR (drums)
4.22
Music Source Separation
MUSDB18
STL2
http://arxiv.org/abs/1806.03185v1
SDR (other)
2.25
Music Source Separation
MUSDB18
STL2
http://arxiv.org/abs/1806.03185v1
SDR (bass)
3.21
Music Source Separation
MUSDB18
STL2
http://arxiv.org/abs/1806.03185v1
SDR (avg)
3.23
Music Source Separation
Slakh2100
LQ-VAE + Scalable Transformer
https://arxiv.org/abs/2110.05313v4
SDR (drums)
5.83
Music Source Separation
Slakh2100
LQ-VAE + Scalable Transformer
https://arxiv.org/abs/2110.05313v4
SDR (bass)
7.42
Music Source Separation
Slakh2100
DiCoSe (Deterministic)
null
SI-SDRi (Bass)
20.04
Music Source Separation
Slakh2100
DiCoSe (Deterministic)
null
Si-SDRi (Drums)
20.88
Music Source Separation
Slakh2100
DiCoSe (Deterministic)
null
Si-SDRi (Guitar)
23.82
Music Source Separation
Slakh2100
DiCoSe (Deterministic)
null
Si-SDRi (Piano)
20.82
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=12, OA)
null
SDR (drums)
12.91
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=12, OA)
null
SDR (bass)
13.32
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=12, OA)
null
SDR (others)
9.01
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=12, OA)
null
SDR (vocals)
12.72
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=12, OA)
null
SDR (avg)
11.99
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=6, OA)
null
SDR (drums)
9.49
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=6, OA)
null
SDR (bass)
11.31
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=6, OA)
null
SDR (others)
7.73
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=6, OA)
null
SDR (vocals)
10.66
Music Source Separation
MUSDB18-HQ
BS-RoFormer (L=6, OA)
null
SDR (avg)
9.80
Music Source Separation
MUSDB18-HQ
SCNet-large
https://arxiv.org/abs/2401.13276v1
SDR (drums)
10.98
Music Source Separation
MUSDB18-HQ
SCNet-large
https://arxiv.org/abs/2401.13276v1
SDR (bass)
9.49
Music Source Separation
MUSDB18-HQ
SCNet-large
https://arxiv.org/abs/2401.13276v1
SDR (others)
7.44
Music Source Separation
MUSDB18-HQ
SCNet-large
https://arxiv.org/abs/2401.13276v1
SDR (vocals)
10.86
Music Source Separation
MUSDB18-HQ
SCNet-large
https://arxiv.org/abs/2401.13276v1
SDR (avg)
9.69
Music Source Separation
MUSDB18-HQ
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (drums)
10.83
Music Source Separation
MUSDB18-HQ
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (bass)
10.47
Music Source Separation
MUSDB18-HQ
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (others)
6.41
Music Source Separation
MUSDB18-HQ
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (vocals)
9.37
Music Source Separation
MUSDB18-HQ
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (avg)
9.20
Music Source Separation
MUSDB18-HQ
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (drums)
10.08
Music Source Separation
MUSDB18-HQ
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (bass)
10.39
Music Source Separation
MUSDB18-HQ
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (others)
6.32
Music Source Separation
MUSDB18-HQ
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (vocals)
9.20
Music Source Separation
MUSDB18-HQ
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (avg)
9.00
Music Source Separation
MUSDB18-HQ
SCNet
https://arxiv.org/abs/2401.13276v1
SDR (drums)
10.51
Music Source Separation
MUSDB18-HQ
SCNet
https://arxiv.org/abs/2401.13276v1
SDR (bass)
8.82
Music Source Separation
MUSDB18-HQ
SCNet
https://arxiv.org/abs/2401.13276v1
SDR (others)
6.76
Music Source Separation
MUSDB18-HQ
SCNet
https://arxiv.org/abs/2401.13276v1
SDR (vocals)
9.89
Music Source Separation
MUSDB18-HQ
SCNet
https://arxiv.org/abs/2401.13276v1
SDR (avg)
9.00
Music Source Separation
MUSDB18-HQ
Band-Split RNN (semi-sup.)
https://arxiv.org/abs/2209.15174v1
SDR (drums)
10.15