Machine learning / deep learning approach to soundscape evaluations

• Main Author: Wong, Arthur Jun Xiang
• Other Authors: Gan Woon Seng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering
• Online Access: https://hdl.handle.net/10356/177228
• Institution: Nanyang Technological University

Soundscape augmentation is a paradigm shift in noise mitigation by placing greater emphasis on the human perception of the acoustic environment. This is performed by introducing additional sounds to mask the background noise for better acoustic comfort. Evaluation of such data is crucial for the...