Multimodal Speech Enhancement on ABCS -10 dB SNR 3741 utterances (test)
2.44POLQABCDM-DC-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BCDM-DC-LNumber of parameters=67.4M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 2.44 | 2.02 | 0.76 | |
| BCDM-IC-LNumber of parameters=65.6M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 2.37 | 1.95 | 0.76 | |
| BCDM-IC-SNumber of parameters=11.7M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 2.36 | 1.86 | 0.75 | |
| BiNetNumber of parameters=27.3M, Modality=Multimodal2026.01 | 2.35 | 1.8 | 0.7 | |
| BCDM-DC-SNumber of parameters=12.3M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 2.31 | 1.92 | 0.74 | |
| DCCRNNumber of parameters=13.8M, Modality=Multimodal2026.01 | 1.93 | 1.4 | 0.63 | |
| FCN-LFNumber of parameters=0.26M, Modality=Multimodal2026.01 | 1.33 | 1.08 | 0.38 | |
| SGMSE+Number of parameters=65.6M, Denoising reverse steps (N)=60, Modality=Single-modality2026.01 | 1.3 | 1.15 | 0.36 | |
| Noisy Mixture2026.01 | 1.09 | 1.08 | 0.21 |