DocumentCode
2628359
Title
Affect sensing in speech: Studying fusion of linguistic and acoustic features
Author
Osherenko, Alexander ; André, Elisabeth ; Vogt, Thurid
Author_Institution
Univ. of Augsburg Germany, Augsburg, Germany
fYear
2009
fDate
10-12 Sept. 2009
Firstpage
1
Lastpage
6
Abstract
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.
Keywords
sensor fusion; speech processing; acoustic features; affect sensing; information fusion; linguistic features; Conductivity; Emotion recognition; Motion pictures; Natural languages; Performance analysis; Robot sensing systems; Root mean square; Skin; Speech recognition; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference on
Conference_Location
Amsterdam
Print_ISBN
978-1-4244-4800-5
Electronic_ISBN
978-1-4244-4799-2
Type
conf
DOI
10.1109/ACII.2009.5349559
Filename
5349559
Link To Document