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 …
valuable evidence about animal behaviours, populations and ecosystems. They are studied …
Bioacoustic signal denoising: a review
Animal biodiversity has been experiencing rapid decline due to various reasons such as
habitat loss and degradation, invasive species, and environment pollution. Recent advances …
habitat loss and degradation, invasive species, and environment pollution. Recent advances …
Data augmentation approaches for improving animal audio classification
In this paper we present ensembles of classifiers for automated animal audio classification,
exploiting different data augmentation techniques for training Convolutional Neural …
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
Simple Summary In the application of artificial intelligence and advanced sound
technologies in animal sound classification, certain challenges are still faced, such as the …
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 …
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
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 …
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 …
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 …
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
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 …
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
Simple Summary Identifying vocalisations of given species from passive acoustic recordings
is a common step in bioacoustics. While manual labelling and identification are widespread …
is a common step in bioacoustics. While manual labelling and identification are widespread …