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Table 2 Results for arousal-based classification and regression on SEMAINE

From: Within and cross-corpus speech emotion recognition using latent topic model-based features

Metric

IS09

VQ

LDA

sLDA

RSM

sRSM

 

Development set

 

WA

60.73

60.72

63.85

65.31

66.04

66.35

UA

61.08

60.81

64.03

65.39 †

66.02 ∗†

66.38 ∗†

COR

0.238

0.325

0.350

0.364

0.357

0.384

 

Test set

 

WA

67.16

66.86

67.90

71.03

71.47

72.66

UA

63.46

56.17

57.05

60.49

63.90 †

64.38 †

COR

0.288

0.255

0.312

0.322

0.430

0.444

  1. Classification results are expressed in percentage (%). Symbols ∗ and † indicate statistical significance over IS09 and VQ, respectively.