Metric: SI-SDR (higher is better)
| # | Model↕ | SI-SDR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Schrödinger Bridge | 17.85 | No | Schrödinger Bridge for Generative Speech Enhance... | 2024-07-22 | - |
| 2 | Conv-TasNet | 16.93 | No | Conv-TasNet: Surpassing Ideal Time-Frequency Mag... | 2018-09-20 | Code |
| 3 | Demucs v4 | 16.92 | No | Hybrid Transformers for Music Source Separation | 2022-11-15 | Code |
| 4 | SGMSE+ | 16.78 | No | Speech Enhancement and Dereverberation with Diff... | 2022-08-11 | Code |
| 5 | Schrödinger Bridge (PESQ loss) | 16.29 | No | Investigating Training Objectives for Generative... | 2024-09-16 | Code |
| 6 | CDiffuSE | 8.35 | No | Conditional Diffusion Probabilistic Model for Sp... | 2022-02-10 | Code |