Automatic Bird Species Recognition using Audio and Image Data: A Short Review

S Kumar, HK Kondaveeti, CG Simhadri… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Studies related to bird species identification, movements, and behavior are important for
protecting the environment and measuring biodiversity, especially for ornithological …

A comparative study on deep learning techniques for bird species recognition

SVS Kumar, HK Kondaveerti - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Naturally, birds appear around us at different locations in a variety of sizes, shapes, and
colors. Bird species recognition provides crucial information on the state of the environment …

Ssl-net: A synergistic spectral and learning-based network for efficient bird sound classification

Y Yang, K Zhou, N Trigoni… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Efficient and accurate bird sound classification is of important for ecology, habitat protection
and scientific research, as it plays a central role in monitoring the distribution and …

Automatic Bird Sound Source Separation Based On Passive Acoustic Devices in Wild Environment

J Xie, Y Shi, D Ni, M Milling, S Liu… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT)-based passive acoustic monitoring (PAM) has shown great
potential in large-scale remote bird monitoring. However, field recordings often contain …

Multi-label Bird Species Classification Using Ensemble of Pre-trained Networks

A Noumida, R Mukund, NM Nair… - … on Intelligent Systems …, 2023 - ieeexplore.ieee.org
Birds are crucial to the ecosystem's optimum functioning since they maintain a stable
climate, convert toxins into nutrients, and oxygenate the atmosphere. Identifying multiple bird …

Stacked Res2Net-CBAM with Grouped Channel Attention for Multi-Label Bird Species Classification

A Noumida, R Mukund, NM Nair… - 2023 31st European …, 2023 - ieeexplore.ieee.org
Identification of bird species through automatic analysis of their vocalizations holds great
promise for various fields, such as ecology, conservation monitoring, and vocal behavioural …

Bird Species Recognition using Deep Learning

HK Kondaveeti, P Nithiyasri, BSL Sri… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Birdwatching or Birding is observing or watching the birds which is found to be one of the
serene activities to do in daily life. But recognizing the bird species is hard for humans as it …

Scanning dial: the instantaneous audio classification transformer

H Jiang, H Mutahira, U Park, MS Muhammad - Discover Applied Sciences, 2024 - Springer
A number of remarkable accomplishments have been achieved in the field of audio
classification using algorithms based on Transformers in recent years. As addressed in the …

Multi-Label Bird Species Classification Using Sequential Aggregation Strategy from Audio Recordings

NA Kareem, R Rajan - Computing and Informatics, 2023 - cai.sk
Birds are excellent bioindicators, playing a vital role in maintaining the delicate balance of
ecosystems. Identifying species from bird vocalization is arduous but has high research …

Improved Bird Sound Classification Based on Deep Cascade Feature

J Xie, K Hu, M Zhu - 2022 IEEE 10th International Conference …, 2022 - ieeexplore.ieee.org
In this paper, we propose to classify bird sounds based on the deep cascade feature.
Specifically, we first construct the multi-view spectrogram. Here, the first representation is log …