Speech Enhancement on VCTK+DEMAND (test)
3.59WB-PESQMamba-SEUNet (L)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Mamba-SEUNet (L)# Params=6.28M, FLOPS=18.17G2024.12 | 3.59 | 0.96 | 4.8 | 4.02 | 4.32 | |
| Mamba-SEUNet (M)# Params=3.78M, FLOPS=10.28G2024.12 | 3.57 | 0.96 | 4.79 | 4 | 4.3 | |
| Mamba-SEUNet (S)# Params=1.88M, FLOPS=4.62G2024.12 | 3.54 | 0.96 | 4.77 | 3.98 | 4.28 | |
| SEMamba# Params=2.25M, FLOPS=65.46G2024.12 | 3.52 | 0.96 | 4.75 | 3.98 | 4.26 | |
| MP-SENet# Params=2.05M, FLOPS=74.29G2024.12 | 3.5 | 0.96 | 4.73 | 3.95 | 4.22 | |
| Mamba-SEUNet (XS)# Params=0.99M, FLOPS=4.16G2024.12 | 3.48 | 0.96 | 4.75 | 3.95 | 4.23 | |
| DPCFCS-Net# Params=2.86M, FLOPS=130.65G2024.12 | 3.42 | 0.96 | 4.71 | 3.88 | 4.15 | |
| CMGAN# Params=1.83M, FLOPS=63.15G2024.12 | 3.41 | 0.96 | 4.63 | 3.94 | 4.12 | |
| MUSE# Params=0.51M, FLOPS=9.43G2024.12 | 3.37 | 0.95 | 4.63 | 3.8 | 4.1 | |
| MetricGAN+2024.12 | 3.15 | — | 4.14 | 3.16 | 3.64 | |
| S4ND U-Net# Params=0.75M2024.12 | 3.15 | — | 4.52 | 3.62 | 3.85 | |
| TSTNN# Params=0.92M2024.12 | 2.96 | 0.95 | 4.33 | 3.53 | 3.67 | |
| Noisy2024.12 | 1.97 | 0.91 | 3.35 | 2.44 | 2.63 |