Speech Enhancement on WSJ0 + WHAM! SNR [0, 5] dB
1.54PESQSelf-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 | 1.54 | 87.93 | 9.46 | |
| Self-supervised Low-Rank AdaptationModel=DPRNN*, Sequential Scene?=Sequential, Adaptable Params (#)=708, Adaptable Params (%)=0.792026.03 | 1.54 | 87.93 | 10.11 | |
| RemixITModel=DPRNN*, Sequential Scene?=Isolated, Adaptable Params (#)=89,258, Adaptable Params (%)=1002026.03 | 1.49 | 87.48 | 9.88 | |
| Self-supervised Low-Rank AdaptationModel=GRU*, Sequential Scene?=Sequential, Adaptable Params (#)=512, Adaptable Params (%)=0.222026.03 | 1.47 | 85.84 | 8.65 | |
| PretrainedModel=DPRNN*2026.03 | 1.46 | 87.82 | 8.7 | |
| Self-supervised Low-Rank AdaptationModel=GRU*, Sequential Scene?=Isolated, Adaptable Params (#)=512, Adaptable Params (%)=0.222026.03 | 1.44 | 85.34 | 8.36 | |
| RemixITModel=DPRNN*, Sequential Scene?=Sequential, Adaptable Params (#)=89,258, Adaptable Params (%)=1002026.03 | 1.44 | 87.68 | 10.11 | |
| RemixITModel=GRU*, Sequential Scene?=Isolated, Adaptable Params (#)=230,144, Adaptable Params (%)=1002026.03 | 1.39 | 84.96 | 8.27 | |
| PretrainedModel=GRU*2026.03 | 1.35 | 84.85 | 6.82 | |
| RemixITModel=GRU*, Sequential Scene?=Sequential, Adaptable Params (#)=230,144, Adaptable Params (%)=1002026.03 | 1.34 | 83.13 | 8.42 | |
| Noisy Speech2026.03 | 1.16 | 81.48 | 2.53 |