FUSS test set (bottom 5th percentile of MSi), M=16 models
Example 1
Example 1 single-source
Example 2
Example 2 single-source
Example 3
Example 3 single-source
Example 4
Example 4 single-source
Example 5
Example 5 single-source
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = -16.23 dB |
SI-SNR = 15.42 dB |
SI-SNR = -23.47 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 7.72 dB |
SI-SNR = 28.47 dB |
SI-SNR = 0.24 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = 4.53 dB |
SI-SNR = 1.62 dB |
SI-SNR = 2.05 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = -23.52 dB |
SI-SNR = 14.49 dB |
SI-SNR = 2.88 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = 80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 30.46 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = 9.04 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = 20.71 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = -14.61 dB |
SI-SNR = -10.68 dB |
SI-SNR = 4.67 dB |
SI-SNR = -7.92 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = -6.84 dB |
SI-SNR = -21.86 dB |
SI-SNR = 7.50 dB |
SI-SNR = 2.31 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = -2.05 dB |
SI-SNR = -4.22 dB |
SI-SNR = 9.02 dB |
SI-SNR = -1.38 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = -7.37 dB |
SI-SNR = -13.09 dB |
SI-SNR = 7.42 dB |
SI-SNR = 2.90 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = 80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 49.59 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = 17.52 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = 38.56 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = 21.64 dB |
SI-SNR = -21.62 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 21.62 dB |
SI-SNR = -35.76 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = -0.06 dB |
SI-SNR = 4.45 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = 23.59 dB |
SI-SNR = 2.73 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = 80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 42.04 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = -0.08 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = 26.88 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = -15.46 dB |
SI-SNR = 15.67 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = -14.88 dB |
SI-SNR = 15.78 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = -1.41 dB |
SI-SNR = 1.25 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = -10.63 dB |
SI-SNR = 15.80 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = 80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 45.68 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = 8.66 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = 37.23 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = -13.48 dB |
SI-SNR = 9.70 dB |
SI-SNR = -18.64 dB |
SI-SNR = -14.11 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = -14.57 dB |
SI-SNR = 6.31 dB |
SI-SNR = -13.07 dB |
SI-SNR = -9.43 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = 1.59 dB |
SI-SNR = 0.39 dB |
SI-SNR = -3.32 dB |
SI-SNR = -9.78 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = -26.57 dB |
SI-SNR = 9.81 dB |
SI-SNR = -7.32 dB |
SI-SNR = -10.31 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Mixture |
|
|||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth sources |
SI-SNR = 80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Method | Separated source 0 | Separated source 1 | Separated source 2 | Separated source 3 | Separated source 4 | Separated source 5 | Separated source 6 | Separated source 7 | Separated source 8 | Separated source 9 | Separated source 10 | Separated source 11 | Separated source 12 | Separated source 13 | Separated source 14 | Separated source 15 |
| Sup FUSS |
SI-SNR = 47.59 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m |
SI-SNR = 0.49 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
| Unsup YFCC100m + sparsity |
SI-SNR = 34.08 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |
SI-SNR = -80.00 dB |