Experimental results of cross-dataset comparisons in iSDR(dB).
| Model | Libri2Talker | Libri2Vox | WSJ0-2mix | Noise aug. | Libri2Talker | Libri2Vox | WSJ0-2mix |
|---|---|---|---|---|---|---|---|
| Conformer | ✓ | 12.01 | 12.45 | 6.76 | |||
| ✓ | ✓ | 12.21 | 12.76 | 7.54 | |||
| ✓ | -0.16 | 15.42 | 0.18 | ||||
| ✓ | ✓ | -0.85 | 15.33 | 0.09 | |||
| ✓ | -4.37 | 1.67 | 10.71 | ||||
| ✓ | ✓ | -3.38 | -1.41 | 11.88 | |||
| BLSTM | ✓ | 9.02 | 8.57 | 6.39 | |||
| ✓ | ✓ | 9.32 | 9.85 | 7.25 | |||
| ✓ | -0.5 | 12.32 | 0.05 | ||||
| ✓ | ✓ | 0.21 | 13.16 | 0.35 | |||
| ✓ | -1.72 | 1.49 | 7.53 | ||||
| ✓ | ✓ | -4.71 | 0.23 | 8.94 | |||
| SpeakerBeam | ✓ | 9.47 | 8.95 | 7.78 | |||
| ✓ | ✓ | 9.32 | 9.70 | 8.46 | |||
| ✓ | -1.57 | 11.62 | -0.08 | ||||
| ✓ | ✓ | -1.60 | 12.40 | 2.85 | |||
| ✓ | 0.60 | 2.14 | 8.96 | ||||
| ✓ | ✓ | -6.28 | -5.55 | 9.28 | |||
| Voicefilter | ✓ | 8.88 | 8.51 | 5.21 | |||
| ✓ | ✓ | 8.76 | 9.11 | 5.81 | |||
| ✓ | -3.30 | 11.92 | 0.81 | ||||
| ✓ | ✓ | -2.86 | 11.63 | 1.13 | |||
| ✓ | 1.73 | 2.99 | 8.24 | ||||
| ✓ | ✓ | -0.60 | 1.56 | 8.72 |
| Model | Libri2Talker | Libri2Vox | WSJ0-2mix | Noise aug. | Libri2Talker | Libri2Vox | WSJ0-2mix |
|---|---|---|---|---|---|---|---|
| Conformer | ✓ | 12.01 | 12.45 | 6.76 | |||
| ✓ | ✓ | 12.21 | 12.76 | 7.54 | |||
| ✓ | -0.16 | 15.42 | 0.18 | ||||
| ✓ | ✓ | -0.85 | 15.33 | 0.09 | |||
| ✓ | -4.37 | 1.67 | 10.71 | ||||
| ✓ | ✓ | -3.38 | -1.41 | 11.88 | |||
| BLSTM | ✓ | 9.02 | 8.57 | 6.39 | |||
| ✓ | ✓ | 9.32 | 9.85 | 7.25 | |||
| ✓ | -0.5 | 12.32 | 0.05 | ||||
| ✓ | ✓ | 0.21 | 13.16 | 0.35 | |||
| ✓ | -1.72 | 1.49 | 7.53 | ||||
| ✓ | ✓ | -4.71 | 0.23 | 8.94 | |||
| SpeakerBeam | ✓ | 9.47 | 8.95 | 7.78 | |||
| ✓ | ✓ | 9.32 | 9.70 | 8.46 | |||
| ✓ | -1.57 | 11.62 | -0.08 | ||||
| ✓ | ✓ | -1.60 | 12.40 | 2.85 | |||
| ✓ | 0.60 | 2.14 | 8.96 | ||||
| ✓ | ✓ | -6.28 | -5.55 | 9.28 | |||
| Voicefilter | ✓ | 8.88 | 8.51 | 5.21 | |||
| ✓ | ✓ | 8.76 | 9.11 | 5.81 | |||
| ✓ | -3.30 | 11.92 | 0.81 | ||||
| ✓ | ✓ | -2.86 | 11.63 | 1.13 | |||
| ✓ | 1.73 | 2.99 | 8.24 | ||||
| ✓ | ✓ | -0.60 | 1.56 | 8.72 |