Non-invasive pathological voice classifications using linear and non-linear classifiers

• Main Author: Hariharan, Muthusamy
• Format: Thesis
• Language: English
• Published: Universiti Malaysia Perlis (UniMAP) 2010
• Subjects: Voice classification; Linear classifier; Non-linear classifier; Voice disorder; Intelligent diagnosing system
• Online Access: http://dspace.unimap.edu.my/xmlui/handle/123456789/9882
• Institution: Universiti Malaysia Perlis

In this research work, a non-invasive method is conducted to diagnose the voice diseases through acoustic analysis of voice signal. Three feature extraction methods are proposed based on the time-domain energy variations, Mel frequency cepstral coefficients combined with singular value decomposit...