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Table 3 Results for valence-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 59.61 58.33 63.03 64.10 65.50 66.45
UA 57.64 56.51 58.86 61.96 63.53 64.62
COR 0.191 0.191 0.330 0.332 0.327 0.349
  Test set  
WA 49.93 51.56 55.13 57.21 56.32 57.80
UA 49.68 51.54 56.12 57.63 56.88 58.00
COR 0.007 0.045 0.128 0.154 0.127 0.171
  1. Classification results are expressed in percentage (%). Symbols and indicate statistical significance over IS09 and VQ, respectively.