Speech Separation on Speech (test)
18.8SI-SDRiDPRNN
Evaluation results
| Method | Links | |
|---|---|---|
| DPRNNParams (1e6)=2.63, GFLOPs=135.88, Mem. (GB)=3.28, Time (sec)=0.322021.03 | 18.8 | |
| SuDORM-RFMultiplier=1.0x, Params (1e6)=2.72, GFLOPs=17.19, Mem. (GB)=0.99, Time (sec)=0.272021.03 | 17 | |
| SuDORM-RF++Multiplier=1.0x, Params (1e6)=2.72, GFLOPs=16.23, Mem. (GB)=0.99, Time (sec)=0.272021.03 | 17 | |
| Two-Step TDCNParams (1e6)=8.63, GFLOPs=28.36, Mem. (GB)=1.17, Time (sec)=0.222021.03 | 16.1 | |
| SuDORM-RFMultiplier=0.5x, Params (1e6)=1.42, GFLOPs=9.47, Mem. (GB)=0.33, Time (sec)=0.112021.03 | 15.4 | |
| ConvTasNetParams (1e6)=5.05, GFLOPs=21.7, Mem. (GB)=0.68, Time (sec)=0.142021.03 | 15.3 | |
| SuDORM-RFMultiplier=0.25x, Params (1e6)=0.79, GFLOPs=5.62, Mem. (GB)=0.28, Time (sec)=0.082021.03 | 13.4 | |
| SuDORM-RF++ GCMultiplier=1.0x, Params (1e6)=0.3, GFLOPs=2.72, Mem. (GB)=1.21, Time (sec)=0.352021.03 | 12.5 | |
| DemucsParams (1e6)=415.09, GFLOPs=17.65, Mem. (GB)=8.77, Time (sec)=0.242021.03 | 12.1 | |
| C-SuDORM-RF++Multiplier=0.5x, Params (1e6)=2.81, GFLOPs=11.43, Mem. (GB)=0.29, Time (sec)=0.092021.03 | 10.6 | |
| C-SuDORM-RF++Multiplier=0.25x, Params (1e6)=1.63, GFLOPs=6.27, Mem. (GB)=0.17, Time (sec)=0.052021.03 | 9.6 |