Koichi Saito, Tomohiko Nakamura (The University of Tokyo), Kohei Yatabe, and Hiroshi Saruwatari (The University of Tokyo)
Mixture | Instrument | Ground Truth | Conv-TasNet [3] | Proposed SFI Conv-TasNet [1] |
---|---|---|---|---|
Song 0 8 kHz 20 kHz 32 kHz 40 kHz 48 kHz | vocals |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
bass |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
|
drums |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
|
other |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
|
Song 1 8 kHz 20 kHz 32 kHz 40 kHz 48 kHz | vocals |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
bass |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
|
drums |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
|
other |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
8 kHz 20 kHz 32 kHz 40 kHz 48 kHz |
Mixture | Instrument | Ground Truth | Signal Resampling | Proposed SFI Conv-TasNet [1] |
---|---|---|---|---|
Song 0 8 kHz 12 kHz 16 kHz 20 kHz 24 kHz | vocals |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
bass |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
|
drums |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
|
other |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
|
Song 1 8 kHz 12 kHz 16 kHz 20 kHz 24 kHz | vocals |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
bass |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
|
drums |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
|
other |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |
8 kHz 12 kHz 16 kHz 20 kHz 24 kHz |