Classification of sound using machine learning

• Main Author: Tan, Ki In
• Other Authors: Lee Bu Sung, Francis
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/165777
• Institution: Nanyang Technological University

The soundscape of urban parks and cities are composed of a variety of natural and man-made noises. The benefits brought by urban parks and the health ailments from sound pollution makes soundscape analysis a valuable study topic in urban cities, like Singapore. However, the need to collect sound dat...