Can I read NMF features for speech emotion recognition on EtoBox?

NMF features for speech emotion recognition by Jeong, Kyungjoong ;Song, Jaiyoun ;Jeong, Hong is a scholarly article available to read on EtoBox.

What is NMF features for speech emotion recognition about?

There are numerous algorithms to detect emotion from speech signals. Among the algorithms, we selected spectral analysis and fused Non-negative Matrix Factorization (NMF) for obvios emotion classification. The algorithm has been tested in several different ways by varying NMF and the speech database. The experimental results show performance of \(90 \%\) and classification success of \(77 \%\) for speaker dependent and independent cases, respectively.

Author

Jeong, Kyungjoong ;Song, Jaiyoun ;Jeong, Hong

Publisher

ACM Press

Published

2009

Language

EN