Audio Source Separation on AudioSet
SDR
- 2019-04-16 — Co-Separation: SDR 4.26
- 2021-12-15 — ST-SED-SEP: SDR 10.55
| Rank | Model | SDR | SAR | SIR | Extra Training Data | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | ST-SED-SEP | 10.55 | – | – | Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data | RetroCirce/Zero_Shot_Audio_Source_Separation | 2021 | |
| 2 | Co-Separation | 4.26 | 13 | 7.07 | ✓ | Co-Separating Sounds of Visual Objects | rhgao/co-separation · manhnguyen1998/co_separation_encoder_decoder · YashNita/Co-Separating-Sound-Object- | 2019 |
| 3 | ST-SED-SEP | 10.55 | – | – | Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data | RetroCirce/Zero_Shot_Audio_Source_Separation | 2021 | |
| 4 | Co-Separation | 4.26 | 13 | 7.07 | ✓ | Co-Separating Sounds of Visual Objects | rhgao/co-separation · manhnguyen1998/co_separation_encoder_decoder · YashNita/Co-Separating-Sound-Object- | 2019 |