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Table 4 Average performance comparison using different configurations on LITIS Rouen dataset and DCASE2016 dataset

From: Learning long-term filter banks for audio source separation and audio scene classification

Init Method DCASE2016 (%) LITIS Rouen (%)
   Error F-measure Error F-measure
TriFB-Null 23.12 76.08 3.76 96.19
GaussFB-Null 22.69 76.56 3.48 96.44
TriFB-GaussLTFB 22.40 76.79 2.82 97.05
GaussFB-GaussLTFB 22.15 77.11 2.97 96.91
Random TriFB-FullLTFB 22.67 76.49 3.47 96.35
Random GaussFB-FullLTFB 21.21 78.05 2.96 96.92
Identity TriFB-FullLTFB 23.35 75.69 3.67 96.18
Identity GaussFB-FullLTFB 23.13 75.83 3.21 96.61