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Table 2 AED evaluation results with the “test” set

From: Exploiting spectro-temporal locality in deep learning based acoustic event detection

System Frame-score AED-acc
Best single resolution DNN model [8]   
20 frames/patch, 10 ms frames 69.80 % 54.82 %
Multi-resolution DNN models   
10 frames/patch 71.80 % 56.95 %
20 frames/patch 72.54 % 57.03 %
30 frames/patch 70.15 % 54.01 %
Best performing CNN models   
No pool., 9× 9 filters (40), 30 fr./patch 76.41 % 61.38 %
1× 2 pool., 9× 9 filters (20), 30 fr./patch 75.20 % 60.85 %
1× 2 pool., 5× 5 filters (20), 30 fr./patch 75.11 % 60.85 %