3D Sound Event Localization and Detection on STARSS 2023 (test)
36.4F-score (<=20deg/1)Log-Mels, IVs + D+R
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Log-Mels, IVs + D+RSED & DOA Feat.=Log-Mels, IVs, Distance Feat.=D+R, Architecture=CNN-Conformer2025.04 | 36.4 | 22 | 0.273 | 0.344 | |
| Log-Mels, IVs + DRRSED & DOA Feat.=Log-Mels, IVs, Distance Feat.=DRR, Architecture=CNN-Conformer2025.04 | 36 | 20.1 | 0.286 | 0.346 | |
| Log-Mels, IVs + stpACCSED & DOA Feat.=Log-Mels, IVs, Distance Feat.=stpACC, Architecture=CNN-Conformer2025.04 | 35.9 | 21.3 | 0.262 | 0.341 | |
| Log-Mels, IVs BaselineSED & DOA Feat.=Log-Mels, IVs, Distance Feat.=-, Architecture=CNN-Conformer2025.04 | 34.7 | 19.4 | 0.296 | 0.352 | |
| Log-Mels, IVs + stpACC, D+RSED & DOA Feat.=Log-Mels, IVs, Distance Feat.=stpACC, D+R, Architecture=CNN-Conformer2025.04 | 33 | 22.6 | 0.264 | 0.353 | |
| Log-Mels, IVs + stpACC, DRRSED & DOA Feat.=Log-Mels, IVs, Distance Feat.=stpACC, DRR, Architecture=CNN-Conformer2025.04 | 31.7 | 24 | 0.251 | 0.356 | |
| Log-Mels, IVs + stpACC (RC)SED & DOA Feat.=Log-Mels, IVs, Distance Feat.=stpACC, Architecture=ResNet-Conformer (RC)2025.04 | 29.6 | 22.7 | 0.291 | 0.374 | |
| SALSA-Lite + stpACCSED & DOA Feat.=SALSA-Lite, Distance Feat.=stpACC, Architecture=CNN-Conformer2025.04 | 29.1 | 22.4 | 0.287 | 0.373 | |
| SALSA + CDPDSED & DOA Feat.=SALSA, Distance Feat.=CDPD, Architecture=CNN-Conformer2025.04 | 28.3 | 24.3 | 0.318 | 0.39 | |
| SALSA-Lite + CDPDSED & DOA Feat.=SALSA-Lite, Distance Feat.=CDPD, Architecture=CNN-Conformer2025.04 | 27.6 | 22.5 | 0.274 | 0.374 |