Appendix: Informative Speech Features based on Emotion Classes and Gender in Explainable Speech Emotion Recognition

Appendix tables for the paper "Informative Speech Features based on Emotion Classes and Gender in Explainable Speech Emotion Recognition". Feature informativeness information was gathered using SHAP values. TABLE VIII: Table of Statistics and Individual t-Test Results Between Each Emotion vs Neutral TABLE IX: (continue)Table of Statistics and Individual t-Test Results Between Each Emotion vs Neutral TABLE X: Table of Statistics and Individual t-Test Results Between Genders TABLE XI: (continue) Table of Statistics and Individual t-Test Results Between Genders TABLE XII: Table of 5 the most informative feature for each model, according to SHAP values TABLE XIII: (continue)Table of 5 the most informative feature for each model, according to SHAP values

Keywords

Speech Emotion Recognition, Shap, Explainable AI, Feature Selection

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