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Authors: Esposito, A.*
Esposito, A. M.*
Title: On the Recognition of Emotional Vocal Expressions: Motivations for an Holistic Approach
Title of journal: Cognitive Processing
Series/Report no.: 2 Supplement/13 (2012)
Publisher: Springer-Verlag
Issue Date: Oct-2012
DOI: 10.1007/s10339-012-0516-2
Keywords: Emotional vocal expressions
Processing algorithms
Computational models
Abstract: Human beings seem to be able to recognize emotions from speech very well and information communication technology aims to implement machines and agents that can do the same. However, to be able to automatically recognize affective states from speech signals, it is necessary to solve two main technological problems. The former concerns the identification of effective and efficient processing algorithms capable of capturing emotional acoustic features from speech sentences. The latter focuses on finding computational models able to classify, with an approximation as good as human listeners, a given set of emotional states. This paper will survey these topics and provide some insights for a holistic approach to the automatic analysis, recognition and synthesis of affective states.
Appears in Collections:05.09.99. General or miscellaneous
Papers Published / Papers in press

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