Speech Enhancement on WHAM! WSJ0 Hipster Ambient Mixtures (test)
9.8SI-SDRi (dB)MixIT with in-domain noise
Evaluation results
| Method | Links | |
|---|---|---|
| MixIT with in-domain noiseU=8^{W!}, Training Data: Noise=W!, Training Data: Mixtures=W!2022.02 | 9.8 | |
| RemixITU=32, Training Data: Noise=L, Training Data: Mixtures=L->D2022.02 | 8.2 | |
| RemixITU=8, Training Data: Noise=L, Training Data: Mixtures=L->D2022.02 | 7.5 | |
| RemixITU=32, Training Data: Noise=L, Training Data: Mixtures=L->W!2022.02 | 6.9 | |
| RemixITU=8, Training Data: Noise=L, Training Data: Mixtures=L->W!2022.02 | 6.8 | |
| MixIT with in-domain noiseU=8, Training Data: Noise=D, Training Data: Mixtures=D2022.02 | 6.6 | |
| MixIT with in-domain noiseU=8^L, Training Data: Noise=L, Training Data: Mixtures=L2022.02 | 6.2 | |
| MixIT with OOD noiseU=8, Training Data: Noise=W!, Training Data: Mixtures=D2022.02 | 5.3 | |
| MixIT with extra OOD injected noiseU=8, Training Data: Noise=L+L, Training Data: Mixtures=L2022.02 | 4.7 | |
| MixIT with extra OOD injected noiseU=8, Training Data: Noise=D+D, Training Data: Mixtures=W!2022.02 | 3 | |
| MixIT with extra OOD injected noiseU=8, Training Data: Noise=W!+W!, Training Data: Mixtures=W!2022.02 | 2.9 | |
| MixIT with OOD noiseU=8, Training Data: Noise=D, Training Data: Mixtures=W!2022.02 | 1.8 | |
| MixIT with OOD noiseU=8, Training Data: Noise=L, Training Data: Mixtures=D2022.02 | 1.7 | |
| MixIT with extra OOD injected noiseU=8, Training Data: Noise=L+L, Training Data: Mixtures=W!2022.02 | 1.6 | |
| MixIT with OOD noiseU=8, Training Data: Noise=L, Training Data: Mixtures=W!2022.02 | 1.2 |