Comparison of 1D VS 2D convolutional neural networks for bird sound detection

• Main Author: Tan, Pei Hong
• Format: Thesis
• Language: English
• Published: 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/99590/1/TanPeiHongMSKE2022.pdf; http://eprints.utm.my/id/eprint/99590/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:149773
• Institution: Universiti Teknologi Malaysia

Automatic acoustic detection system is useful to assist the bird naturalists on bird species monitoring and overall ecosystem health. Many birds are most easily discovered by their sounds, therefore passive acoustic monitoring is most appropriate. However, acoustic monitoring encounters practical li...