Audio-Visual Speech Separation on LRS2 (test)
16.9SDRiDolphin
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Dolphin2025.09 | 16.9 | 3.29 | — | 16.8 | |
| IIANetresults_source=reported directly from original paper2025.09 | 16.2 | 3.23 | — | 16 | |
| AV-Mossformer2results_source=reproduced using official code2025.09 | 15.5 | 3.16 | — | 15.1 | |
| RTFS-Netresults_source=reported directly from original paper2025.09 | 15.1 | 3.07 | — | 14.9 | |
| CTCNetresults_source=reported directly from original paper2025.09 | 14.6 | 3.08 | — | 14.3 | |
| Swift-Netresults_source=reproduced using official code2025.09 | 14.2 | 3.07 | — | 13.9 | |
| AVLiT-8results_source=reported directly from original paper2025.09 | 13.1 | 2.56 | — | 12.8 | |
| AV-ConvTasNetresults_source=reported directly from original paper2025.09 | 12.8 | 2.69 | — | 12.5 | |
| CaffNet-CPhase estimation=Ground-truth (GT)2021.03 | 12.46 | 1.15 | 0.89 | — | |
| Visualvoiceresults_source=reported directly from original paper2025.09 | 11.8 | 2.78 | — | 11.5 | |
| V-ConvPhase estimation=Ground-truth (GT)2021.03 | 11.28 | 1.35 | 0.89 | — | |
| CaffNetPhase estimation=Ground-truth (GT)2021.03 | 11.16 | 1.29 | 0.89 | — | |
| CaffNet-CPhase estimation=Predicted phase (PR)2021.03 | 10.01 | 0.94 | 0.88 | — | |
| CaffNet-CPhase estimation=Mixture phase (MX)2021.03 | 7.94 | 0.73 | 0.86 | — | |
| LWTNetPhase estimation=Ground-truth (GT)2021.03 | 6.88 | 0.65 | 0.77 | — | |
| CaffNetPhase estimation=Mixture phase (MX)2021.03 | 6.79 | 0.73 | 0.86 | — | |
| V-ConvPhase estimation=Mixture phase (MX)2021.03 | 6.73 | 0.75 | 0.86 | — | |
| LWTNetPhase estimation=Predicted phase (PR)2021.03 | 4.06 | 0.32 | 0.73 | — | |
| LWTNetPhase estimation=Mixture phase (MX)2021.03 | 3.77 | 0.29 | 0.74 | — | |
| CaffNet-CPhase estimation=Griffin-Lim (GL)2021.03 | -2.54 | 0.65 | 0.84 | — | |
| CaffNetPhase estimation=Griffin-Lim (GL)2021.03 | -3.49 | 0.63 | 0.85 | — | |
| V-ConvPhase estimation=Griffin-Lim (GL)2021.03 | -4.36 | 0.63 | 0.85 | — | |
| LWTNetPhase estimation=Griffin-Lim (GL)2021.03 | -4.61 | 0.16 | 0.72 | — |