DocumentCode
468997
Title
Research on a methodology to model speech emotion
Author
Yu, Dong-mei ; Fang, Jian-an
Author_Institution
Donghua Univ., Shanghai
Volume
2
fYear
2007
fDate
2-4 Nov. 2007
Firstpage
825
Lastpage
830
Abstract
The research is conducted to develop a methodology to model the emotional contents of speech as a linear function of time and speech features. In this study, emotional type is coming from six basic emotions (anger, disgust, fear, joy, sadness and surprise). However, in the application is not defined as a simple word, is quantified using the dimensions valence and arousal, and the value of valance or arousal is expressed as some interval. Results demonstrate that the model is more excellent than others.
Keywords
emotion recognition; speech processing; arousal; speech emotional contents model; valance; Educational institutions; Emotion recognition; Humans; Information analysis; Notice of Violation; Pattern analysis; Pattern recognition; Psychology; Speech analysis; Wavelet analysis; Emotion; model; speech; valance and arousal;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1065-1
Electronic_ISBN
978-1-4244-1066-8
Type
conf
DOI
10.1109/ICWAPR.2007.4420783
Filename
4420783
Link To Document