Audio Content Usefulness (CU) Assessment on AES-Natural
0.963SRCCDAT-Kmeans
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DAT-KmeansBackbone=MultiGauss2026.03 | 0.963 | 0.835 | |
| MultiGauss + L2 RegularizationBackbone=MultiGauss, Strategy=L2 Regularization2026.03 | 0.962 | 0.874 | |
| MultiGaussStrategy=Baseline2026.03 | 0.961 | 0.945 | |
| DAT-SourceBackbone=MultiGauss2026.03 | 0.959 | 0.855 | |
| DAT-RandomBackbone=MultiGauss2026.03 | 0.959 | 0.789 | |
| MultiGauss + High DropoutBackbone=MultiGauss, Strategy=High Dropout2026.03 | 0.947 | 1.06 | |
| DRASP2026.03 | 0.911 | — | |
| AESA-Net2026.03 | 0.894 | 0.533 | |
| QAMRO2026.03 | 0.852 | — |