Speech Separation on Libri2Mix min 16 kHz
19.6SDRTF-GridNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TF-GridNetParams (M)=14.4, MACs/s (G)=323.82026.06 | 19.6 | 19.2 | — | — | |
| TF-MoEParams (M)=4.6, MACs/s (G)=4.1, RTF=0.472026.06 | 17.7 | 17.2 | 96.3 | 2.81 | |
| TigerParams (M)=0.8, MACs/s (G)=7.72026.06 | 17.1 | 16.7 | — | — | |
| A-FRCNN-16Params (M)=6.1, MACs/s (G)=81.32026.06 | 16.7 | 16.3 | — | — | |
| TF-ConformerParams (M)=2.3, MACs/s (G)=4.1, RTF=0.452026.06 | 16.4 | 16 | 95.4 | 2.63 | |
| TDANet LargeParams (M)=2.3, MACs/s (G)=9.22026.06 | 16.1 | 15.6 | — | — | |
| BSRNNParams (M)=2.4, MACs/s (G)=4.2, RTF=0.232026.06 | 13.9 | 13.4 | 92.6 | 2.31 | |
| SudoRM-RF1.0xParams (M)=2.7, MACs/s (G)=4.72026.06 | 13.6 | 13.2 | — | — | |
| Conv-TasNetParams (M)=5.6, MACs/s (G)=7.22026.06 | 12.5 | 12.1 | — | — | |
| DualPathRNNParams (M)=2.7, MACs/s (G)=45.02026.06 | 11.6 | 11.3 | — | — |