Speech Enhancement on VCTK Accelerometer 12-bit, 4-16 kHz upsampling (test)
0.87LSDSUBARU
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SUBARUDevice=Desktop, Inference time (ms)=1.742025.06 | 0.87 | 4.28 | 4.14 | 17.05 | 2.95 | 89 | |
| SUBARUDevice=Pixel7, Inference time (ms)=70.412025.06 | 0.87 | 4.25 | 4.11 | 16.78 | 2.91 | 89 | |
| SUBARU-singleDevice=Desktop, Inference time (ms)=1.742025.06 | 0.89 | 4.15 | 4.1 | 16.97 | 2.92 | 89 | |
| SUBARU-singleDevice=Pixel7, Inference time (ms)=70.412025.06 | 0.9 | 4.11 | 4.05 | 16.58 | 2.87 | 89 | |
| HiFi++Device=Desktop, Inference time (ms)=6.32025.06 | 0.92 | 4.1 | 4.03 | 16.87 | 2.81 | 90 | |
| HiFi++Device=Pixel7, Inference time (ms)=2582025.06 | 0.94 | 4.07 | 3.98 | 16.71 | 2.78 | 90 | |
| AERODevice=Desktop, Inference time (ms)=362025.06 | 1.03 | 4.04 | 3.91 | 16.65 | 3.86 | 90 | |
| AERODevice=Pixel7, Inference time (ms)=14412025.06 | 1.05 | 4.01 | 3.89 | 16.57 | 3.84 | 90 | |
| EBENDevice=Desktop, Inference time (ms)=12.72025.06 | 1.21 | 3.58 | 3.37 | 13.27 | 2.39 | 83 | |
| EBENDevice=Pixel7, Inference time (ms)=5202025.06 | 1.22 | 3.54 | 3.33 | 13.21 | 2.35 | 83 | |
| SEANetDevice=Desktop, Inference time (ms)=9.182025.06 | 1.51 | 3.67 | 3.42 | 13.24 | 2.31 | 87 | |
| SEANetDevice=Pixel7, Inference time (ms)=3802025.06 | 1.52 | 3.62 | 3.4 | 13.18 | 2.28 | 87 | |
| TFiLMDevice=Desktop, Inference time (ms)=4.852025.06 | 1.82 | 3.47 | 3.36 | 9.58 | 1.91 | 79 | |
| TFiLMDevice=Pixel7, Inference time (ms)=1982025.06 | 1.83 | 3.45 | 3.34 | 9.52 | 1.88 | 79 | |
| UnprocessedDevice=Desktop, Inference time (ms)=2.782025.06 | 2.95 | 1.57 | 1.01 | 7.68 | — | 69 | |
| UnprocessedDevice=Pixel7, Inference time (ms)=2.792025.06 | 2.96 | 1.56 | 1 | 7.65 | — | 69 | |
| VibVoiceDevice=Pixel7, Inference time (ms)=7072025.06 | 3.48 | 2.51 | 2.38 | 11.39 | 1.9 | 79 | |
| VibVoiceDevice=Desktop, Inference time (ms)=17.22025.06 | 3.5 | 2.54 | 2.41 | 11.43 | 1.93 | 80 |