Speech Enhancement on ATC Corpus
4.72CSIGDEMUCS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DEMUCSCausal=false, Domain=T, #Param. (M)=68.87, GMAC/S=38.122023.12 | 4.72 | 2.95 | 3.45 | 2.66 | 0.8 | |
| ROSECausal=false, Domain=T, #Param. (M)=36.98, GMAC/S=4.732023.12 | 4.58 | 3.22 | 3.85 | 3.09 | 0.84 | |
| BSRNNCausal=true, Domain=T-F, #Param. (M)=2.96, GMAC/S=2.572023.12 | 4.55 | 3.26 | 3.85 | 3.04 | 0.83 | |
| DB-AIATCausal=false, Domain=T-F, #Param. (M)=2.81, GMAC/S=41.82023.12 | 4.55 | 3.25 | 3.87 | 3.07 | 0.84 | |
| TF-GridNetCausal=false, Domain=T-F, #Param. (M)=8.2, GMAC/S=19.22023.12 | 4.53 | 3.17 | 3.8 | 2.97 | 0.82 | |
| SE-ConformerCausal=false, Domain=T, #Param. (M)=75.28, GMAC/S=44.962023.12 | 4.4 | 3.15 | 3.69 | 3.02 | 0.81 | |
| DEMUCSCausal=true, Domain=T, #Param. (M)=53.52, GMAC/S=37.832023.12 | 4.22 | 2.91 | 3.41 | 2.62 | 0.79 | |
| MetricGAN+Causal=false, Domain=T-F, #Param. (M)=1.86, GMAC/S=28.512023.12 | 4.13 | 3.12 | 3.41 | 2.97 | 0.72 | |
| FullSubNet+Causal=false, Domain=T-F, #Param. (M)=8.67, GMAC/S=48.572023.12 | 4.12 | 3 | 3.45 | 2.82 | 0.75 | |
| MetricGANCausal=false, Domain=T-F, #Param. (M)=1.86, GMAC/S=28.512023.12 | 3.97 | 2.96 | 3.25 | 2.7 | 0.71 | |
| SGMSECausal=false, Domain=T-F, #Param. (M)=3.89, GMAC/S=152.772023.12 | 3.78 | 2.8 | 3.01 | 2.39 | 0.71 | |
| DCCRN-ECausal=true, Domain=T-F, #Param. (M)=3.67, GMAC/S=33.482023.12 | 3.76 | 2.69 | 3.07 | 2.45 | 0.71 | |
| CDiffuSECausal=false, Domain=T-F, #Param. (M)=4.28, GMAC/S=190.232023.12 | 3.7 | 2.71 | 2.9 | 2.28 | 0.71 | |
| DiffuSECausal=false, Domain=T-F, #Param. (M)=3.23, GMAC/S=210.312023.12 | 3.65 | 2.63 | 2.84 | 2.21 | 0.71 | |
| CRNCausal=true, Domain=T-F, #Param. (M)=1.7, GMAC/S=8.82023.12 | 3.57 | 2.51 | 2.89 | 2.33 | 0.71 | |
| SEGANCausal=false, Domain=T, #Param. (M)=65.82, GMAC/S=13.392023.12 | 3.56 | 2.55 | 2.79 | 2.12 | 0.7 | |
| Noisy2023.12 | 3.28 | 1.81 | 2.48 | 1.8 | 0.56 | |
| Spec-SubCausal=false, Domain=T-F2023.12 | 2.62 | 1.63 | 1.93 | 1.67 | 0.55 | |
| WienerCausal=false, Domain=T-F2023.12 | 2.17 | 1.41 | 1.66 | 1.49 | 0.54 |