Speech Enhancement on LRS3 mixed with VGGSound noises (test)
3.25PESQVisual-stream method [2]
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Visual-stream method [2]SNR=10db2020.12 | 3.25 | 3.56 | 2.84 | 2.58 | 0.95 | |
| pseudo-visual speech enhancementSNR=10db2020.12 | 3.19 | 3.51 | 2.81 | 2.52 | 0.95 | |
| AO (Audio-Only)SNR=10db2020.12 | 3.12 | 3.45 | 2.7 | 2.46 | 0.92 | |
| Visual-stream method [2]SNR=5db2020.12 | 3.05 | 3.39 | 2.71 | 2.41 | 0.94 | |
| pseudo-visual speech enhancementSNR=5db2020.12 | 2.99 | 3.32 | 2.65 | 2.37 | 0.92 | |
| Method [11]SNR=10db2020.12 | 2.95 | 3.36 | 2.63 | 2.31 | 0.9 | |
| AO (Audio-Only)SNR=5db2020.12 | 2.93 | 3.26 | 2.54 | 2.29 | 0.9 | |
| Visual-stream method [2]SNR=0db2020.12 | 2.8 | 3.25 | 2.51 | 2.29 | 0.9 | |
| pseudo-visual speech enhancementSNR=0db2020.12 | 2.72 | 3.18 | 2.47 | 2.25 | 0.88 | |
| NoisySNR=10db2020.12 | 2.66 | 3.15 | 2.4 | 2.16 | 0.88 | |
| Method [19]SNR=10db2020.12 | 2.65 | 3.17 | 2.55 | 2.26 | 0.88 | |
| AO (Audio-Only)SNR=0db2020.12 | 2.62 | 3.02 | 2.36 | 2.14 | 0.87 | |
| Method [11]SNR=5db2020.12 | 2.52 | 3.22 | 2.46 | 2.21 | 0.88 | |
| NoisySNR=5db2020.12 | 2.29 | 2.79 | 2.23 | 2.04 | 0.85 | |
| Method [19]SNR=5db2020.12 | 2.24 | 2.67 | 2.3 | 2 | 0.86 | |
| Method [11]SNR=0db2020.12 | 2.17 | 2.82 | 2.3 | 2.02 | 0.83 | |
| NoisySNR=0db2020.12 | 1.93 | 2.31 | 1.83 | 1.68 | 0.76 | |
| Method [19]SNR=0db2020.12 | 1.84 | 2.1 | 1.87 | 1.53 | 0.75 |