Speech emotion recognition using kNN classifier

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 Po...

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Main Authors:	M. N., Hasrul, Hariharan, Muthusamy, Sazali, Yaacob, Prof. Dr.
Other Authors:	kids.hasrul@gmail.com
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2013
Subjects:	Speech emotion recognition Mel-Frequency Cepstrum Coefficient (MFCC) Linear Predictive Coefficients (LPC) Linear Prediction Cepstral Coefficients (LPCC) Weighted Linear Prediction Cepstral Coefficients (WLPCC) linear discriminant analysis (LDA) Principle component analysis (PCA) k-nearest neighbour (kNN)
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/29176
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-29176
record_format	dspace
spelling	my.unimap-291762013-10-25T14:39:35Z Speech emotion recognition using kNN classifier M. N., Hasrul Hariharan, Muthusamy Sazali, Yaacob, Prof. Dr. kids.hasrul@gmail.com Speech emotion recognition Mel-Frequency Cepstrum Coefficient (MFCC) Linear Predictive Coefficients (LPC) Linear Prediction Cepstral Coefficients (LPCC) Weighted Linear Prediction Cepstral Coefficients (WLPCC) linear discriminant analysis (LDA) Principle component analysis (PCA) k-nearest neighbour (kNN) 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. 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). 2013-10-25T14:39:35Z 2013-10-25T14:39:35Z 2012-06-18 Working Paper p. 1073-1076 978-967-5760-11-2 http://hdl.handle.net/123456789/29176 en Proceedings of the the 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012); Universiti Malaysia Perlis (UniMAP)
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Speech emotion recognition Mel-Frequency Cepstrum Coefficient (MFCC) Linear Predictive Coefficients (LPC) Linear Prediction Cepstral Coefficients (LPCC) Weighted Linear Prediction Cepstral Coefficients (WLPCC) linear discriminant analysis (LDA) Principle component analysis (PCA) k-nearest neighbour (kNN)
spellingShingle	Speech emotion recognition Mel-Frequency Cepstrum Coefficient (MFCC) Linear Predictive Coefficients (LPC) Linear Prediction Cepstral Coefficients (LPCC) Weighted Linear Prediction Cepstral Coefficients (WLPCC) linear discriminant analysis (LDA) Principle component analysis (PCA) k-nearest neighbour (kNN) M. N., Hasrul Hariharan, Muthusamy Sazali, Yaacob, Prof. Dr. Speech emotion recognition using kNN classifier
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.
author2	kids.hasrul@gmail.com
author_facet	kids.hasrul@gmail.com M. N., Hasrul Hariharan, Muthusamy Sazali, Yaacob, Prof. Dr.
format	Working Paper
author	M. N., Hasrul Hariharan, Muthusamy Sazali, Yaacob, Prof. Dr.
author_sort	M. N., Hasrul
title	Speech emotion recognition using kNN classifier
title_short	Speech emotion recognition using kNN classifier
title_full	Speech emotion recognition using kNN classifier
title_fullStr	Speech emotion recognition using kNN classifier
title_full_unstemmed	Speech emotion recognition using kNN classifier
title_sort	speech emotion recognition using knn classifier
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2013
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/29176
_version_	1643795648368082944

Speech emotion recognition using kNN classifier

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