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Table 6 Performance comparison on DCASE2016 dataset

From: Discriminative frequency filter banks learning with neural networks

Method

Accuracy

F-measure

MCC

Error

TriFB

76.88

76.08

75.55

23.12

GaussFB

77.31

76.55

76.01

22.69

TriFB-DN

78.09

77.39

76.83

21.91

GaussFB-DN

78.36

77.44

77.10

21.64

BandPosFB-DN

77.89

77.07

76.63

22.11

PosFB-DN

75.96

74.93

74.62

24.04

MFCC-GMM [53]

72.5

–

–

27.5

Mel-DNN [56]

76.4

–

–

23.6

Mel-CNN [57]

76.0

–

–

24.0