| dc.contributor.author | M. N., Hasrul | |
| dc.contributor.author | Hariharan, Muthusamy | |
| dc.contributor.author | Sazali, Yaacob, Prof. Dr. | |
| dc.date.accessioned | 2013-10-25T14:39:35Z | |
| dc.date.available | 2013-10-25T14:39:35Z | |
| dc.date.issued | 2012-06-18 | |
| dc.identifier.citation | p. 1073-1076 | en_US |
| dc.identifier.isbn | 978-967-5760-11-2 | |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/29176 | |
| dc.description | The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Postgraduates Student Association Ireland (MyPSI), 18th - 19th June 2012 at Putra World Trade Center (PWTC), Kuala Lumpur, Malaysia. | en_US |
| dc.description.abstract | There are many methods that are commonly used by researches in order to recognize speech of human emotion. In this paper, Surrey audio-visual expressed emotion (SAVEE) database are used for the analysis. The Mel-Frequency Cepstrum Coefficient (MFCC), Linear Predictive Coefficients (LPC), Linear Prediction Cepstral Coefficients (LPCC) and Weighted Linear Prediction Cepstral Coefficients (WLPCC) are extracted from these speech signals. Principle component analysis (PCA) and linear discriminant analysis (LDA) is method used to selected features. Seven typical emotions for SAVEE classified with k-nearest neighbour (kNN). | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Universiti Malaysia Perlis (UniMAP) | en_US |
| dc.relation.ispartofseries | Proceedings of the the 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012); | |
| dc.subject | Speech emotion recognition | en_US |
| dc.subject | Mel-Frequency Cepstrum Coefficient (MFCC) | en_US |
| dc.subject | Linear Predictive Coefficients (LPC) | en_US |
| dc.subject | Linear Prediction Cepstral Coefficients (LPCC) | en_US |
| dc.subject | Weighted Linear Prediction Cepstral Coefficients (WLPCC) | en_US |
| dc.subject | linear discriminant analysis (LDA) | en_US |
| dc.subject | Principle component analysis (PCA) | en_US |
| dc.subject | k-nearest neighbour (kNN) | en_US |
| dc.title | Speech emotion recognition using kNN classifier | en_US |
| dc.type | Working Paper | en_US |
| dc.contributor.url | kids.hasrul@gmail.com | en_US |
