Speech Enhancement on DNS-Challenge 3 (test)
2.77OVRL ScoreReal-valued Conformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Real-valued ConformerAttention Type=Standard, Params (M)=3.19, GPU RTF=0.00712026.05 | 2.77 | 3.12 | 3.77 | 3.41 | |
| QConformer (Ours)Attention Type=Shared Score, Params (M)=0.80, GPU RTF=0.0157, CPU RTF=0.2592026.05 | 2.69 | 3.11 | 3.57 | 3.32 | |
| QTransformer (Ours)Attention Type=Shared Score, Params (M)=0.62, GPU RTF=0.0107, CPU RTF=0.2492026.05 | 2.67 | 3.06 | 3.61 | 3.36 | |
| QConformer (Tay et al., 2019)Attention Type=Hamilton, Params (M)=0.80, GPU RTF=0.0202, CPU RTF=0.6102026.05 | 2.67 | 3.08 | 3.57 | 3.33 | |
| QTransformer (Tay et al., 2019)Attention Type=Hamilton, Params (M)=0.62, GPU RTF=0.0192, CPU RTF=0.5942026.05 | 2.61 | 3.07 | 3.44 | 3.3 | |
| NoisyAttention Type=–, Params (M)=–2026.05 | 2.11 | 2.89 | 2.34 | 2.9 |