Title :
Research on a methodology to model speech emotion
Author :
Yu, Dong-mei ; Fang, Jian-an
Author_Institution :
Donghua Univ., Shanghai
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;
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
DOI :
10.1109/ICWAPR.2007.4420783