Multi-label bird species classification from audio recordings using attention framework

A Noumida, R Rajan - Applied Acoustics, 2022 - Elsevier
For the conservation of avian biodiversity, bird detection is vital since it allows ornithologists
to quantify which species exist in a particular area. Analyzing their acoustic signals enables …

Sliding-window based scale-frequency map for bird sound classification using 2d-and 3d-cnn

J Xie, M Zhu - Expert Systems with Applications, 2022 - Elsevier
Bird's call often contains distinctive information for discriminating different species. Previous
studies have investigated various features for bird sound classification. This paper proposes …

Transound: Hyper-head attention transformer for birds sound recognition

Q Tang, L Xu, B Zheng, C He - Ecological Informatics, 2023 - Elsevier
Bird strikes in low-altitude areas can cause severe economic losses and endanger the lives
of airline passengers. Thus, it is necessary to drive away the corresponding birds, which …

Bird sound classification based on ECOC-SVM

X Han, J Peng - Applied Acoustics, 2023 - Elsevier
Birds are an important part of the ecosystem. Knowing the number of existing bird species is
important for maintaining ecological balance. The sounds of birds contain rich biological …

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 …

Multi-label Bird Species Classification Using Hierarchical Attention Framework

A Noumida, R Rajan - 2022 IEEE 19th India Council …, 2022 - ieeexplore.ieee.org
The paper uses an attention-based framework to classify bird vocalizations in real-time
audio recordings. Transformers have recently demonstrated exemplary performance on …

Deep transfer learning-based automated identification of bird song

N Das, N Padhy, N Dey, S Bhattacharya… - 2023 - reunir.unir.net
Bird species identification is becoming increasingly crucial for avian biodiversity
conservation and assisting ornithologists in quantifying the presence of birds in a given …

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 …

Classification of bird species using audio processing and deep neural network

S Aggarwal, S Sehgal - 2022 Third International Conference on …, 2022 - ieeexplore.ieee.org
Ornithology deals with the methodological study of birds and it consists of knowledge of
birds and all other things which relates to them. The people who work in this field are …

Decoding the Language of Chickens-An Innovative NLP Approach to Enhance Poultry Welfare

S Neethirajan - bioRxiv, 2024 - biorxiv.org
This research investigates the utilization of the Natural Language Processing-based
WHISPER model for decoding chicken vocalizations, with the goal of comprehending the …