Acoustic Scene Classification on TAU Urban Acoustic Scenes Mobile 2019 (test)
73.4Accuracy (Device A)SC aligned
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SC alignedTraining Epochs=1002021.05 | 73.4 | 65.4 | 71.8 | 70.2 | |
| SC mean subtractionTraining Epochs=1002021.05 | 73.2 | 65.8 | 72.2 | 70.3 | |
| SC unalignedTraining Epochs=1002021.05 | 73.1 | 65.9 | 71.4 | 70.4 | |
| Baseline (No SC)Training Epochs=1002021.05 | 71.6 | 59.2 | 61.2 | 64 | |
| PCEN (a)Training Epochs=100, T=0.01 s, epsilon=10^-6, alpha=0.95, delta=2, r=0.52021.05 | 69.5 | 55.4 | 57 | 60.6 | |
| PCEN (b)Training Epochs=100, T=0.2s, alpha=12021.05 | 64 | 58.6 | 64.4 | 62.3 | |
| CMSTraining Epochs=100, Domain=frequency domain2021.05 | 63.9 | 61.4 | 67.1 | 64.2 | |
| RASTATraining Epochs=100, pole=0.982021.05 | 60.2 | 59.7 | 60.9 | 60.1 |