Recognition of energy and/or sound related activities performed by aged

• Main Author: Maneesri, Gun
• Other Authors: Soh Yeng Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/166773
• Institution: Nanyang Technological University

In this final year project, the author explored the application of deep learning for audio classification, with a focus on multi-class and multi-label classification of various sound classes found in audio files. Examples of these sound classes include door sounds, toilet flushing, washing machines,...