Volume & Issue no: Volume 4, Issue 3, May - June 2015
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Title: |
Study of Supply Vector Machine (SVM) for Emotion Recognition |
Author Name: |
Soma Bera, Shanthi Therese, Madhuri Gedam |
Abstract: |
Abstract
This paper is mainly concerned with Speech Emotion
Recognition. The main work is concerned with Supply Vector
Machine (SVM) that allows training the desired data set from
the databases. The Support Vector Machine (SVM) performs
classification by finding the decision boundary also known as
“hyperplane†that maximizes the margin between two
different classes. The vectors that define the hyperplane are
the support vectors.
Keywords: Speech, Emotion Recognition, Linear SVM,
Nonlinear SVM, hyperplane |
Cite this article: |
Soma Bera, Shanthi Therese, Madhuri Gedam , "
Study of Supply Vector Machine (SVM) for Emotion Recognition" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) ,
Volume 4, Issue 3, May - June 2015 , pp.
091-100 , ISSN 2278-6856.
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