DocumentCode
2541871
Title
Exploration of Analyzing Emotion Strength in Speech Signal
Author
Wang, Jianming ; Dou, Ruzhe ; Yan, Zhijie ; Wang, Zhongwei ; Zhang, Zhong
Author_Institution
Sch. of Inf. & Commun. Eng., Tianjin Polytech. Univ., Tianjin, China
fYear
2009
fDate
4-6 Nov. 2009
Firstpage
1
Lastpage
4
Abstract
A method to measure the emotion strength in speech was proposed in the paper. Firstly, it was assumed that neutral speech doesn´t contain any emotion and then the speech emotion shifting assumption was proposed. A measure function was determined by maximizing the speech emotion shifting assumption, by which quantification values of speech samples were calculated. A speech database with different emotion strength levels was built in the order of verifying the emotion strength analysis method. The experimental results showed that the method is reasonable for measuring the emotion strength in speech.
Keywords
emotion recognition; speech recognition; emotion strength analysis; speech emotion shifting assumption; speech signal; Databases; Hybrid fiber coaxial cables; Neuroscience; Paper technology; Pattern recognition; Shape; Signal analysis; Speech analysis; Zinc;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2009. CCPR 2009. Chinese Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4199-0
Type
conf
DOI
10.1109/CCPR.2009.5344042
Filename
5344042
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