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Table 3 Average performance comparison with related works on LITIS Rouen dataset and DCASE2016 dataset

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

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
CNN-multilayer [50] 26.45 72.44 4.00 95.80
CNN-1layer [22] 23.29 75.82 2.97 96.91
RNN-Gam [26] 3.4
CNN-Gam [24] 4.2
MFCC-GMM [49] 27.5
DNN-CQT [51] 78.1 96.6
DNN-Mel [53] 23.6
CNN-Mel [54] 24.0