Output details
11 - Computer Science and Informatics
University of Cambridge
Article title
Classification of Complex Information: Inference of Co-Occurring Affective States from Their Expressions in Speech
Type
D - Journal article
Title of journal
IEEE T PATTERN ANAL
Article number
-
Volume number
32
Issue number
7
First page of article
1284
ISSN of journal
0162-8828
Year of publication
2010
URL
-
Number of additional authors
1
Additional information
<22> IEEE TPAMI is the leading journal in the field. The paper presents a new approach to the inference of affect in non-verbal aspects of speech. The system uses different metrics to make comparisons between pairs of affective conditions, and then combines these through a voting system. The framework is exceptionally flexible and the resulting system is the first to accommodate multiple states occurring simultaneously with high accuracy. It has inspired subsequent work on multi-modal approaches to affective inference as well as a real-time implementation and a commercial start-up company.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
11
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
