FUSS test set (top 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

Example 1


Mixture
Ground-truth sources

SI-SNR = -8.19 dB


SI-SNR = 8.19 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 22.85 dB


SI-SNR = 31.61 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 29.77 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 16.98 dB


SI-SNR = 31.22 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 1 single-source


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 = 50.57 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 12.69 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 36.81 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 2


Mixture
Ground-truth sources

SI-SNR = -20.37 dB


SI-SNR = -27.54 dB


SI-SNR = 19.64 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 10.72 dB


SI-SNR = -2.58 dB


SI-SNR = 38.83 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 0.69 dB


SI-SNR = 6.02 dB


SI-SNR = 15.83 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 4.72 dB


SI-SNR = -1.32 dB


SI-SNR = 34.34 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 2 single-source


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 = 41.90 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


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB
Unsup YFCC100m

SI-SNR = 1.74 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 30.49 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

Example 3


Mixture
Ground-truth sources

SI-SNR = -23.23 dB


SI-SNR = 23.38 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


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 = 19.51 dB


SI-SNR = 41.89 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 1.18 dB


SI-SNR = 5.77 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 4.39 dB


SI-SNR = 38.31 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


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 3 single-source


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 = 43.17 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 6.83 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 9.42 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 4


Mixture
Ground-truth sources

SI-SNR = -1.08 dB


SI-SNR = 1.00 dB


SI-SNR = -23.15 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 18.69 dB


SI-SNR = 21.64 dB


SI-SNR = 4.85 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 2.48 dB


SI-SNR = 13.13 dB


SI-SNR = 9.90 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


SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity

SI-SNR = 18.31 dB


SI-SNR = 25.42 dB


SI-SNR = -18.50 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 4 single-source


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 = 46.42 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 32.81 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 38.28 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 5


Mixture
Ground-truth sources

SI-SNR = -15.61 dB


SI-SNR = 15.64 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 18.39 dB


SI-SNR = 33.97 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 9.66 dB


SI-SNR = 2.06 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 11.35 dB


SI-SNR = 32.53 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB

Example 5 single-source


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 = 39.16 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-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 = 13.38 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


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB
Unsup YFCC100m + sparsity

SI-SNR = 33.27 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB


SI-SNR = -80.00 dB