Driver behavior analysis through speech emotion understanding

Driver behavior is indeed one of the major factors contributing to high number of motor vehicle accidents. Due to the fact that human behavior is always influenced by emotion and emotion can be detected through speech, we attempt to find correlation between driver behavior state and speech emotion...

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Main Authors:	Kamaruddin, Norhaslinda, Abdul Rahman, Abdul Wahab
Format:	Conference or Workshop Item
Language:	English
Published:	IEEE 2010
Subjects:	T57 Applied mathematics. Quantitative methods. Operation research. System analysis
Online Access:	http://irep.iium.edu.my/38136/ http://irep.iium.edu.my/38136/ http://irep.iium.edu.my/38136/1/Driver_Behavior_Analysis_through_Speech_Emotion_Understanding.pdf

id	iium-38136
recordtype	eprints
spelling	iium-381362014-09-10T00:51:26Z http://irep.iium.edu.my/38136/ Driver behavior analysis through speech emotion understanding Kamaruddin, Norhaslinda Abdul Rahman, Abdul Wahab T57 Applied mathematics. Quantitative methods. Operation research. System analysis Driver behavior is indeed one of the major factors contributing to high number of motor vehicle accidents. Due to the fact that human behavior is always influenced by emotion and emotion can be detected through speech, we attempt to find correlation between driver behavior state and speech emotion to analyze driver behavior. This understanding is important to facilitate the development of driver emotional indicator system that can act as some kind of warning system to prevent accidents. Experimental results show potential for driver behavior state detection particularly for sleepy state based on speech emotion recognition approach coupled with fundamental understanding of affection space model. These findings surged us to propose an alternative approach of speech emotion profiling that complement the research mainstream of driver behavior and speech emotion recognition. IEEE 2010-06-21 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/38136/1/Driver_Behavior_Analysis_through_Speech_Emotion_Understanding.pdf Kamaruddin, Norhaslinda and Abdul Rahman, Abdul Wahab (2010) Driver behavior analysis through speech emotion understanding. In: 2010 IEEE Intelligent Vehicles Symposium, IV 2010, 21 June 2010 - 24 June 2010, La Jolla, CA; United States. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5548124&tag=1
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T57 Applied mathematics. Quantitative methods. Operation research. System analysis
spellingShingle	T57 Applied mathematics. Quantitative methods. Operation research. System analysis Kamaruddin, Norhaslinda Abdul Rahman, Abdul Wahab Driver behavior analysis through speech emotion understanding
description	Driver behavior is indeed one of the major factors contributing to high number of motor vehicle accidents. Due to the fact that human behavior is always influenced by emotion and emotion can be detected through speech, we attempt to find correlation between driver behavior state and speech emotion to analyze driver behavior. This understanding is important to facilitate the development of driver emotional indicator system that can act as some kind of warning system to prevent accidents. Experimental results show potential for driver behavior state detection particularly for sleepy state based on speech emotion recognition approach coupled with fundamental understanding of affection space model. These findings surged us to propose an alternative approach of speech emotion profiling that complement the research mainstream of driver behavior and speech emotion recognition.
format	Conference or Workshop Item
author	Kamaruddin, Norhaslinda Abdul Rahman, Abdul Wahab
author_facet	Kamaruddin, Norhaslinda Abdul Rahman, Abdul Wahab
author_sort	Kamaruddin, Norhaslinda
title	Driver behavior analysis through speech emotion understanding
title_short	Driver behavior analysis through speech emotion understanding
title_full	Driver behavior analysis through speech emotion understanding
title_fullStr	Driver behavior analysis through speech emotion understanding
title_full_unstemmed	Driver behavior analysis through speech emotion understanding
title_sort	driver behavior analysis through speech emotion understanding
publisher	IEEE
publishDate	2010
url	http://irep.iium.edu.my/38136/ http://irep.iium.edu.my/38136/ http://irep.iium.edu.my/38136/1/Driver_Behavior_Analysis_through_Speech_Emotion_Understanding.pdf
first_indexed	2023-09-18T20:54:44Z
last_indexed	2023-09-18T20:54:44Z
_version_	1777410228613021696

Driver behavior analysis through speech emotion understanding

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