Curating a strongly labelled urban sound dataset for deep neural network training

• Main Author: Wang, Qingqing
• Other Authors: Gan Woon Seng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/177273
• Institution: Nanyang Technological University

The success of deep learning relies on massive training data. However, obtaining large-scale labeled data is not easy, which is expensive and time-consuming. Addressing the complexities of urban soundscapes, this research explores the use of real-world audio data from Singapore to enhance urban soun...