Speech Enhancement on WSJ0 + WHAM! SNR [5, 10] dB
1.84PESQSelf-supervised Low-Rank Adaptation
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Self-supervised Low-Rank AdaptationModel=DPRNN*, Sequential Scene?=Isolated, Adaptable Params (#)=708, Adaptable Params (%)=0.792026.03 | 1.84 | 93.19 | 12.94 | |
| Self-supervised Low-Rank AdaptationModel=DPRNN*, Sequential Scene?=Sequential, Adaptable Params (#)=708, Adaptable Params (%)=0.792026.03 | 1.84 | 93.21 | 13.76 | |
| RemixITModel=DPRNN*, Sequential Scene?=Isolated, Adaptable Params (#)=89,258, Adaptable Params (%)=1002026.03 | 1.79 | 92.91 | 13.45 | |
| PretrainedModel=DPRNN*2026.03 | 1.73 | 93.05 | 11.91 | |
| Self-supervised Low-Rank AdaptationModel=GRU*, Sequential Scene?=Sequential, Adaptable Params (#)=512, Adaptable Params (%)=0.222026.03 | 1.72 | 91.64 | 11.89 | |
| Self-supervised Low-Rank AdaptationModel=GRU*, Sequential Scene?=Isolated, Adaptable Params (#)=512, Adaptable Params (%)=0.222026.03 | 1.67 | 91.38 | 11.43 | |
| RemixITModel=DPRNN*, Sequential Scene?=Sequential, Adaptable Params (#)=89,258, Adaptable Params (%)=1002026.03 | 1.66 | 92.78 | 13.6 | |
| RemixITModel=GRU*, Sequential Scene?=Isolated, Adaptable Params (#)=230,144, Adaptable Params (%)=1002026.03 | 1.62 | 91.07 | 11.5 | |
| PretrainedModel=GRU*2026.03 | 1.57 | 90.99 | 9.58 | |
| RemixITModel=GRU*, Sequential Scene?=Sequential, Adaptable Params (#)=230,144, Adaptable Params (%)=1002026.03 | 1.51 | 88.63 | 11.03 | |
| Noisy Speech2026.03 | 1.35 | 89.25 | 7.49 |