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

• 主要作者: Hariharan, Muthusamy
• 格式: Thesis
• 語言: English
• 出版: Universiti Malaysia Perlis (UniMAP) 2010
• 主題: Voice classification; Linear classifier; Non-linear classifier; Voice disorder; Intelligent diagnosing system
• 在線閱讀: http://dspace.unimap.edu.my/xmlui/handle/123456789/9882

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...