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Table 3 Performance achieved by the perceptual features with soft majority voting in comparison to majority voting

From: Perceptual audio features for emotion detection

  

All (%)

Arousal (%)

Valence (%)

  

UA

WA

UA

WA

UA

WA

EMO-DB

   P-SVM

S-MV

86.3

85.9

95.2

95.1

94.3

95.6

 

MV

85.2

86.1

91.3

92.7

88.0

88.1

VAM

   P-SVM

S-MV

61.3

76.2

69.4

71.7

59.9

83.3

 

MV

57.1

74.7

59.2

73.3

52.4

77.8