From: Channel and temporal-frequency attention UNet for monaural speech enhancement
RT60 | 0.4 | 0.6 | 0.8 | 1.0 | 1.2 | 1.4 | Avg. | 0.4 | 0.6 | 0.8 | 1.0 | 1.2 | 1.4 | Avg. |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | WB-PESQ | DNSMOS | ||||||||||||
Noisy | 2.448 | 1.923 | 1.574 | 1.694 | 1.382 | 1.342 | 1.727 | 2.922 | 2.398 | 1.732 | 1.849 | 1.498 | 1.274 | 1.946 |
Uformer | 3.279 | 2.765 | 2.468 | 2.663 | 2.214 | 2.136 | 2.588 | 3.144 | 2.996 | 2.774 | 2.805 | 2.788 | 2.715 | 2.870 |
MTFAA | 2.923 | 2.437 | 2.115 | 2.372 | 1.834 | 1.892 | 2.262 | 3.077 | 2.960 | 2.681 | 2.757 | 2.702 | 2.650 | 2.804 |
CTFUNet | 3.280 | 2.798 | 2.477 | 2.798 | 2.312 | 2.260 | 2.654 | 3.106 | 2.981 | 2.818 | 2.910 | 2.893 | 2.834 | 2.924 |
 | STOI | SI-SDR | ||||||||||||
Noisy | 97.215 | 93.456 | 87.571 | 90.498 | 87.087 | 83.495 | 89.887 | 11.619 | 7.071 | 4.333 | 6.915 | 3.874 | 2.845 | 6.110 |
Uformer | 97.950 | 95.279 | 93.492 | 94.100 | 93.306 | 91.338 | 94.244 | 13.236 | 9.286 | 8.262 | 10.596 | 8.267 | 7.144 | 9.465 |
MTFAA | 97.468 | 94.035 | 91.818 | 93.170 | 90.699 | 90.039 | 92.872 | 10.865 | 7.354 | 5.437 | 8.776 | 5.471 | 4.533 | 7.073 |
CTFUNet | 98.047 | 95.473 | 93.228 | 94.469 | 93.481 | 91.848 | 94.424 | 13.359 | 9.098 | 7.262 | 10.328 | 7.793 | 6.519 | 9.060 |
 | SRMR | CD | ||||||||||||
Noisy | 4.870 | 4.200 | 3.452 | 4.692 | 3.194 | 3.224 | 3.939 | 1.644 | 2.497 | 3.278 | 3.402 | 3.729 | 4.206 | 3.126 |
Uformer | 5.995 | 5.879 | 5.404 | 7.124 | 6.276 | 5.682 | 6.060 | 1.615 | 2.018 | 2.115 | 2.222 | 2.508 | 2.756 | 2.206 |
MTFAA | 5.589 | 5.309 | 4.866 | 6.419 | 5.146 | 5.129 | 5.410 | 1.629 | 2.033 | 2.216 | 2.248 | 2.525 | 2.656 | 2.218 |
CTFUNet | 5.695 | 5.493 | 5.163 | 6.820 | 5.662 | 5.634 | 5.745 | 1.405 | 1.658 | 1.804 | 1.850 | 2.037 | 2.222 | 1.829 |
 | LLR | SNR\(_{fw}\) | ||||||||||||
Noisy | 0.142 | 0.309 | 0.492 | 0.537 | 0.635 | 0.708 | 0.471 | 22.821 | 17.353 | 13.867 | 14.091 | 12.258 | 11.086 | 15.246 |
Uformer | 0.122 | 0.209 | 0.216 | 0.264 | 0.298 | 0.363 | 0.245 | 18.674 | 15.013 | 14.752 | 14.889 | 13.764 | 12.002 | 14.849 |
MTFAA | 0.123 | 0.232 | 0.286 | 0.282 | 0.387 | 0.450 | 0.293 | 16.069 | 13.704 | 12.868 | 12.780 | 11.146 | 11.019 | 12.931 |
CTFUNet | 0.096 | 0.142 | 0.155 | 0.163 | 0.198 | 0.235 | 0.165 | 19.873 | 16.570 | 15.764 | 15.680 | 14.648 | 13.219 | 15.959 |