Multimodal speech enhancement on ABCS 15 dB SNR 3741 utterances (test)
3.7POLQABCDM-DC-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BCDM-DC-LNumber of parameters=67.4M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 3.7 | 3.25 | 0.94 | |
| BCDM-IC-LNumber of parameters=65.6M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 3.6 | 3.16 | 0.94 | |
| BCDM-IC-SNumber of parameters=11.7M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 3.59 | 3.1 | 0.94 | |
| SGMSE+Number of parameters=65.6M, Denoising reverse steps (N)=60, Modality=Single-modality2026.01 | 3.55 | 3.08 | 0.94 | |
| BCDM-DC-SNumber of parameters=12.3M, Denoising reverse steps (N)=60, Modality=Multimodal2026.01 | 3.53 | 3.08 | 0.93 | |
| DCCRNNumber of parameters=13.8M, Modality=Multimodal2026.01 | 3.25 | 2.61 | 0.92 | |
| BiNetNumber of parameters=27.3M, Modality=Multimodal2026.01 | 2.78 | 2.3 | 0.84 | |
| FCN-LFNumber of parameters=0.26M, Modality=Multimodal2026.01 | 2.49 | 1.95 | 0.83 | |
| Noisy Mixture2026.01 | 2.42 | 1.74 | 0.87 |