Computational bioacoustics with deep learning: a review and roadmap

D Stowell - PeerJ, 2022 - peerj.com
Animal vocalisations and natural soundscapes are fascinating objects of study, and contain
valuable evidence about animal behaviours, populations and ecosystems. They are studied …

Bioacoustic signal denoising: a review

J **e, JG Colonna, J Zhang - Artificial Intelligence Review, 2021 - Springer
Animal biodiversity has been experiencing rapid decline due to various reasons such as
habitat loss and degradation, invasive species, and environment pollution. Recent advances …

Data augmentation approaches for improving animal audio classification

L Nanni, G Maguolo, M Paci - Ecological Informatics, 2020 - Elsevier
In this paper we present ensembles of classifiers for automated animal audio classification,
exploiting different data augmentation techniques for training Convolutional Neural …

Deep learning-based cattle vocal classification model and real-time livestock monitoring system with noise filtering

DH Jung, NY Kim, SH Moon, C Jhin, HJ Kim, JS Yang… - Animals, 2021 - mdpi.com
Simple Summary In the application of artificial intelligence and advanced sound
technologies in animal sound classification, certain challenges are still faced, such as the …

The sounds of life: How digital technology is bringing us closer to the worlds of animals and plants

K Bakker - 2022 - torrossa.com
Compared with our cousins on the Tree of Life, humans are poor listeners. 1 Below the
lower end of human hearing lies deep infrasound: the realm of thunder and tornadoes …

Listen2cough: Leveraging end-to-end deep learning cough detection model to enhance lung health assessment using passively sensed audio

X Xu, E Nemati, K Vatanparvar, V Nathan… - Proceedings of the …, 2021 - dl.acm.org
The prevalence of ubiquitous computing enables new opportunities for lung health
monitoring and assessment. In the past few years, there have been extensive studies on …

Fast and accurate annotation of acoustic signals with deep neural networks

E Steinfath, A Palacios-Muñoz, JR Rottschäfer… - Elife, 2021 - elifesciences.org
Acoustic signals serve communication within and across species throughout the animal
kingdom. Studying the genetics, evolution, and neurobiology of acoustic communication …

The neurobiology of vocal communication in marmosets

DM Grijseels, BJ Prendergast… - Annals of the New …, 2023 - Wiley Online Library
An increasingly popular animal model for studying the neural basis of social behavior,
cognition, and communication is the common marmoset (Callithrix jacchus). Interest in this …

Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques

E Akbal, PD Barua, S Dogan, T Tuncer… - Expert Systems with …, 2023 - Elsevier
Classification of animal species using animal sounds is a critical issue for bioacoustics work.
Especially the determination of anurans (frogs or toads) species can be used as an indicator …

There you are! Automated detection of indris' songs on features extracted from passive acoustic recordings

D Ravaglia, V Ferrario, C De Gregorio, F Carugati… - Animals, 2023 - mdpi.com
Simple Summary Identifying vocalisations of given species from passive acoustic recordings
is a common step in bioacoustics. While manual labelling and identification are widespread …