The Effect of Emotional Speech on a Smart-Home Application

Authors:
Theodoros Kostoulas;Iosif Mporas;Todor Ganchev;Nikos Fakotakis
Affiliations:
Artificial Intelligence Group, Wire Communications Laboratory, Electrical and Computer Engineering Department, University of Patras, Rion-Patras, Greece 26500;Artificial Intelligence Group, Wire Communications Laboratory, Electrical and Computer Engineering Department, University of Patras, Rion-Patras, Greece 26500;Artificial Intelligence Group, Wire Communications Laboratory, Electrical and Computer Engineering Department, University of Patras, Rion-Patras, Greece 26500;Artificial Intelligence Group, Wire Communications Laboratory, Electrical and Computer Engineering Department, University of Patras, Rion-Patras, Greece 26500
Venue:
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Year:
2008

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Abstract

The present work studies the effect of emotional speech on a smart-home application. Specifically, we evaluate the recognition performance of the automatic speech recognition component of a smart-home dialogue system for various categories of emotional speech. The experimental results reveal that word recognition rate for emotional speech varies significantly across different emotion categories.