Performance Analysis of Acoustic Emotion Recognition for In-Car Conversational Interfaces

Christian M Jones; I-M Jonsson

doi:10.1007/978-3-540-73281-5_44

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Performance Analysis of Acoustic Emotion Recognition for In-Car Conversational Interfaces

Conference paper

Peer reviewed

Performance Analysis of Acoustic Emotion Recognition for In-Car Conversational Interfaces

Christian M Jones and I-M Jonsson

Universal Access in Human-Computer Interaction. Ambient Interaction, pp.411-420

International Conference on Universal Access in Human-Computer Interaction (UAHCI) (Beijing, China, 22-Jul-2007–27-Jul-2007)

Lecture Notes in Computer Science (LNCS), 4555, Springer

2007

DOI: https://doi.org/10.1007/978-3-540-73281-5_44

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Abstract

speech recognition

driving simulator

affective computing

emotional responses

emotion recognition

in-car systems

The automotive industry are integrating more technologies into the standard new car kit. New cars often provide speech enabled communications such as voice-dial, as well as control over the car cockpit including entertainment systems, climate and satellite navigation. In addition there is the potential for a richer interaction between driver and car by automatically recognising the emotional state of the driver and responding intelligently and appropriately. Driver emotion and driving performance are often intrinsically linked and knowledge of the driver emotion can enable to the car to support the driving experience and encourage better driving. Automatically recognising driver emotion is a challenge and this paper presents a performance analysis of our in-car acoustic emotion recognition system.

Details

Title: Performance Analysis of Acoustic Emotion Recognition for In-Car Conversational Interfaces
Authors: Christian M Jones (Author) - University of the Sunshine Coast - Faculty of Science, Health and Education
I-M Jonsson (Author) - Stanford University
Contributors: Constantine Stephanidis (Editor)
Publication details: Universal Access in Human-Computer Interaction. Ambient Interaction, pp.411-420
Conference details: International Conference on Universal Access in Human-Computer Interaction (UAHCI) (Beijing, China, 22-Jul-2007–27-Jul-2007)
Series: Lecture Notes in Computer Science (LNCS); 4555
Publisher: Springer
Date published: 2007
DOI: 10.1007/978-3-540-73281-5_44
ISSN: 0302-9743
Organisation Unit: School of Social Sciences - Legacy; University of the Sunshine Coast, Queensland; Engage Research Lab; School of Law and Society
Language: English
Record Identifier: 99450105202621
Output Type: Conference paper

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