Sound Event Detection on SED dataset 8 channels (val)
66.9F1 ScorePHSEDnet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PHSEDnetn=2, Conv Params=0.8M (-50%), Time (T)=1.091 ± 0.074, Time (I)=1.0852021.10 | 66.9 | 40.6 | 36.8 | 76.7 | 59.4 | |
| SEDnetConv Params=1.6M, Time (T)=1.242 ± 0.088, Time (I)=1.1982021.10 | 66.3 | 42.8 | 38.3 | 78.8 | 57.2 | |
| PHSEDnetn=4, Conv Params=0.4M (-75%), Time (T)=1.091 ± 0.032, Time (I)=1.0772021.10 | 63.8 | 43.3 | 39.7 | 72.9 | 56.7 | |
| Quaternion SEDnetConv Params=0.4M (-75%), Time (T)=1.308 ± 0.088, Time (I)=1.2982021.10 | 55.9 | 55.6 | 49.9 | 75.4 | 44.4 | |
| PHSEDnetn=8, Conv Params=0.2M (-87%), Time (T)=1.142 ± 0.042, Time (I)=1.1732021.10 | 55.3 | 56 | 50.3 | 74.7 | 43.9 |