Audio Denoising on Engine noise audio dataset
14.7SNR (dB)RAB-U-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAB-U-NetNotes=Residual + Attention blocks2026.06 | 14.7 | 14.2 | 2.8 | |
| U-NetNotes=Baseline neural network2026.06 | 12.5 | 11.8 | 3.4 | |
| Res-NetNotes=Deep residual network2026.06 | 10.9 | 10.2 | 4.1 | |
| X-NetNotes=Extended U-Net variant2026.06 | 9.3 | 9 | 5 | |
| Wavelet DenoisingNotes=Time-frequency thresholding2026.06 | 8.2 | 7.7 | 5.9 | |
| Wiener FilterNotes=Adaptive spectral filter2026.06 | 7.8 | 7.1 | 6.2 | |
| Band-pass FilterNotes=Classical deterministic filter2026.06 | 7.5 | 6.9 | 6.5 |