Emotion Recognition Using Physiological and Speech Signal in Short-Term Observation

Recently, there has been a significant amount of work on the recognition of emotions from visual, verbal or physiological information. Most approaches to emotion recognition so far concentrate, however, on a single modality while work on the integration of multimodal information, in particular on fu...

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Bibliographische Detailangaben
Hauptverfasser: Kim, Jonghwa, André, Elisabeth
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:Recently, there has been a significant amount of work on the recognition of emotions from visual, verbal or physiological information. Most approaches to emotion recognition so far concentrate, however, on a single modality while work on the integration of multimodal information, in particular on fusing physiological signals with verbal or visual data, is scarce. In this paper, we analyze various methods for fusing physiological and vocal information and compare the recognition results of the bimodal recognition approach with the results of the unimodal approach.
ISSN:0302-9743
1611-3349
DOI:10.1007/11768029_6