Small-scale model for classification of single acoustic events

• Main Author: Chua, Danny Jia Hao
• Other Authors: Gan Woon Seng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/150261
• Institution: Nanyang Technological University

This project was primarily about exploring the use of real-world and noisy datasets for sound event classification. To expand the capabilities of machine learning models in their real-world applications, learning models must be trained on real-world data. However, using real-world data comes with it...