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