The classification of bird species is of significant importance in the field of ornithology, as it plays an important role in assessing and monitoring environmental dynamics, including habitat ...

This repository contains all the python script that is used to do a thesis on bird species classification using their recorded audio signal. The article is published in 20th International Conference ...

Abstract: This article presents an enhanced approach for bird species classification from their recorded audio signals. Observing that textures of syllables in audio spectrograms have noticeable ...

We present a deep learning approach towards the large-scale prediction and analysis of bird acoustics from 100 different bird species. We use spectrograms constructed on bird audio recordings from the ...

This project applies deep learning to classify bird species from audio recordings. By converting audio to spectrograms and training convolutional neural networks (CNNs), we demonstrate both binary and ...