Automatic bio sound detection and classification

• Main Author: Chua, Bor Jenq.
• Other Authors: Li Xuejun
• Format: Final Year Project
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
• Online Access: http://hdl.handle.net/10356/40685
• Institution: Nanyang Technological University

The use of ambulatory devices to detect heart diseases can help to save lives in times of a heart attack. The project investigates the use of the Support Vector Machine (SVM) and the Gaussian Mixture Model (GMM) classifiers to classify sound samples accurately, with the aim of producing an accurate...