Environmental Sound Classification on Gunshot triangulation
98.8Top-1 AccopenSMILE (OS)
Evaluation results
| Method | Links | |
|---|---|---|
| openSMILE (OS)2022.06 | 98.8 | |
| BYOL-S/CvT + OS2022.06 | 98.8 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=3:22022.06 | 97.6 | |
| BYOL-S2022.06 | 96.4 | |
| Hybrid BYOL-S/CvT2022.06 | 96.4 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=2:32022.06 | 96.4 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=1:12022.06 | 96.4 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=2:12022.06 | 95.8 | |
| BYOL-Swindow size (s)=0.952022.06 | 95.2 | |
| BYOL-Swindow size (s)=22022.06 | 95.2 | |
| Hybrid BYOL-S/Default2022.06 | 95.2 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=4:12022.06 | 94 | |
| BYOL-S++2022.06 | 92.9 | |
| CREPE2022.06 | 91.7 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=1:22022.06 | 90.5 | |
| BYOL-Swindow size (s)=0.52022.06 | 89.3 | |
| BYOL-Swindow size (s)=1.4252022.06 | 89.3 | |
| BYOL-Sencoder=CvT2022.06 | 89.3 | |
| Hybrid BYOL-S/CvTalpha:beta ratio=1:42022.06 | 88.7 | |
| BYOL-A2022.06 | 87.5 | |
| BYOL-Sencoder=CLSTM2022.06 | 86.9 | |
| BYOL-Sencoder=Resnetish-342022.06 | 86.3 | |
| wav2vec22022.06 | 77.1 |