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

• المؤلف الرئيسي: Hariharan, Muthusamy
• التنسيق: أطروحة
• اللغة: English
• منشور في: Universiti Malaysia Perlis (UniMAP) 2010
• الموضوعات: Voice classification; Linear classifier; Non-linear classifier; Voice disorder; Intelligent diagnosing system
• الوصول للمادة أونلاين: 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...