Speech Enhancement on Valentini (test)
3.21PESQMANNER-B-Teacher
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MANNER-B-TeacherParams (M)=24.07, FLOPS (G)=61.922022.08 | 3.21 | 95 | 4.53 | 3.65 | 3.91 | |
| MANNER-S-8.1GF + MV-AT + KDParams (M)=1.38, FLOPS (G)=8.142022.08 | 3.12 | 95 | 4.45 | 3.61 | 3.82 | |
| MANNER-S-38.GFParams (M)=21.25, FLOPS (G)=38.342022.08 | 3.12 | 95 | 4.45 | 3.6 | 3.81 | |
| DEMUCS-LParams (M)=33.53, FLOPS (G)=388.482022.08 | 3.07 | 95 | 4.31 | 3.4 | 3.63 | |
| MANNER-S-8.1GF + MV-ATParams (M)=1.38, FLOPS (G)=8.142022.08 | 3.07 | 95 | 4.43 | 3.58 | 3.78 | |
| MANNER-S-5.3GF + MV-AT + KDParams (M)=0.90, FLOPS (G)=5.322022.08 | 3.06 | 95 | 4.42 | 3.58 | 3.77 | |
| MANNER-S-5.3GF + MV-ATParams (M)=0.90, FLOPS (G)=5.322022.08 | 3.04 | 95 | 4.42 | 3.56 | 3.76 | |
| MANNER-S-8.1GF (Baseline)Params (M)=1.38, FLOPS (G)=8.142022.08 | 3.01 | 95 | 4.4 | 3.55 | 3.74 | |
| MANNER-S-5.3GF (Baseline)Params (M)=0.90, FLOPS (G)=5.322022.08 | 2.98 | 95 | 4.38 | 3.54 | 3.71 | |
| TSTNNParams (M)=0.92, FLOPS (G)=166.542022.08 | 2.96 | 95 | 4.33 | 3.53 | 3.67 | |
| MANNER-S-1.5GF + MV-AT + KDParams (M)=0.26, FLOPS (G)=1.462022.08 | 2.95 | 94 | 4.33 | 3.5 | 3.66 | |
| MANNER-S-1.5GF + MV-ATParams (M)=0.26, FLOPS (G)=1.462022.08 | 2.94 | 94 | 4.34 | 3.49 | 3.67 | |
| DEMUCS-SParams (M)=18.87, FLOPS (G)=34.562022.08 | 2.93 | 95 | 4.22 | 3.25 | 3.52 | |
| MANNER-S-1.5GF (Baseline)Params (M)=0.26, FLOPS (G)=1.462022.08 | 2.88 | 94 | 4.32 | 3.47 | 3.62 |