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Affect Sensing in Speech: Studying Fusion of Linguistic and Acoustic Features

Alexander Osherenko, Elisabeth André, Thurid Vogt

Affect Sensing in Speech: Studying Fusion of Linguistic and Acoustic Features

erschienen 12.09.2009 in: Amsterdam, NL Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference

Verlag: Springer-Verlag


ISBN: 978-1-4244-4800-5


Recently, there has been considerable interest in the recognition of affect in language. In this paper, we investigate how information fusion using linguistic (lexical, stylometric, deictic) and acoustic information can be utilized for this purpose and present a comprehensive study of fusion. We examine fusion at the decision level and the feature level and discuss obtained results.