Domain adaptation and classification on bird noises in the SINGA:PURA urban polyphonic dataset

• Main Author: Lam, Bryan Theng Wei
• Other Authors: Gan Woon Seng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Classification
• Online Access: https://hdl.handle.net/10356/176440
• Institution: Nanyang Technological University

This paper makes use of the SINGA:PURA Urban Polyphonic Dataset to study the effectiveness of different methods of audio data classification in relation to the domain sensitivity of classifier performance. Audio files were classified according to the label taxonomy in the SiNGA;PURA dataset. The ap...