Smart computers : can you recognize these sounds?

• Main Author: Say Yien, Khoo
• Other Authors: Andy Khoong Wai Hoong
• Format: Final Year Project
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/63579
• Institution: Nanyang Technological University

Support vector machines (SVMs) is a common form of sound classification. This paper aims to employ SVM methods to classify 13 kinds of sound events in a noisy environment. This paper finds that a more than 80% of classification accuracy is achievable in the controlled environment. This is supported...