Metric: Log-Spectral Distance (higher is better)
| # | Model↕ | Log-Spectral Distance▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | U-Net | 3.1 | No | Audio Super Resolution using Neural Networks | 2017-08-02 | Code |
| 2 | U-Net + TFiLM | 1.8 | No | - | - | Code |
| 3 | U-Net + AFiLM | 1.7 | No | Self-Attention for Audio Super-Resolution | 2021-08-26 | Code |
| 4 | TUNet | 1.36 | No | TUNet: A Block-online Bandwidth Extension Model ... | 2021-10-26 | Code |
| 5 | TUNet + MSM pre-training | 1.28 | No | TUNet: A Block-online Bandwidth Extension Model ... | 2021-10-26 | Code |
| 6 | NVSR | 0.78 | No | Neural Vocoder is All You Need for Speech Super-... | 2022-03-28 | Code |
| 7 | CMGAN | 0.76 | No | CMGAN: Conformer-Based Metric-GAN for Monaural S... | 2022-09-22 | Code |