Evaluation of Speech Emotion Classification Based on GMM and Data Fusion

0345919 - ÚFE 2011 RIV DE eng C - Conference Paper (international conference)
Vondra, Martin - Vích, Robert
Evaluation of Speech Emotion Classification Based on GMM and Data Fusion.
CROSS-MODAL ANALYSIS OF SPEECH, GESTURES, GAZE AND FACIAL EXPRESSIONS. Berlín: Springer-Verlag, 2009 - (Esposito, A.; Vích, R.), s. 98-105. Lecture Notes in Computer Science 5641. ISBN 978-3-642-03319-3. ISSN 0302-9743.
[COST 2102 International Conference on Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions. Praha (CZ), 15.10.2008-18.10.2008]
R&D Projects: GA MŠMT OC08010; GA AV ČR 1QS108040569
Institutional research plan: CEZ:AV0Z20670512
Keywords : Speech Emotions Classification * Gaussian Mixture Models * Data Fusion
Subject RIV: JD - Computer Applications, Robotics

This paper describes classification system for emotions recognition from speech signal based on GMM classifiers for segmental and suprasegmental speech parameters. Paper also describes parameter and score level fusion.
Permanent Link: http://hdl.handle.net/11104/0187087