[HTML][HTML] 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 …

Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring

R Gibb, E Browning, P Glover‐Kapfer… - Methods in Ecology …, 2019 - Wiley Online Library
High‐throughput environmental sensing technologies are increasingly central to global
monitoring of the ecological impacts of human activities. In particular, the recent boom in …

[HTML][HTML] Machine learning in acoustics: Theory and applications

MJ Bianco, P Gerstoft, J Traer, E Ozanich… - The Journal of the …, 2019 - pubs.aip.org
Acoustic data provide scientific and engineering insights in fields ranging from biology and
communications to ocean and Earth science. We survey the recent advances and …

[HTML][HTML] Finding, visualizing, and quantifying latent structure across diverse animal vocal repertoires

T Sainburg, M Thielk, TQ Gentner - PLoS computational biology, 2020 - journals.plos.org
Animals produce vocalizations that range in complexity from a single repeated call to
hundreds of unique vocal elements patterned in sequences unfolding over hours …

[HTML][HTML] Applications of machine learning in animal behaviour studies

JJ Valletta, C Torney, M Kings, A Thornton, J Madden - Animal Behaviour, 2017 - Elsevier
In many areas of animal behaviour research, improvements in our ability to collect large and
detailed data sets are outstripping our ability to analyse them. These diverse, complex and …

A review of automatic recognition technology for bird vocalizations in the deep learning era

J Xie, Y Zhong, J Zhang, S Liu, C Ding… - Ecological …, 2023 - Elsevier
Birds are considered critical indicators of ecosystem condition. Automatic recording devices
have emerged as a trending tool to assist field observations, contributing to biodiversity …

[HTML][HTML] Bat detective—Deep learning tools for bat acoustic signal detection

O Mac Aodha, R Gibb, KE Barlow… - PLoS computational …, 2018 - journals.plos.org
Passive acoustic sensing has emerged as a powerful tool for quantifying anthropogenic
impacts on biodiversity, especially for echolocating bat species. To better assess bat …

[HTML][HTML] Chimpanzees produce diverse vocal sequences with ordered and recombinatorial properties

C Girard-Buttoz, E Zaccarella, T Bortolato… - Communications …, 2022 - nature.com
The origins of human language remains a major question in evolutionary science. Unique to
human language is the capacity to flexibly recombine a limited sound set into words and …

New insights from female bird song: towards an integrated approach to studying male and female communication roles

K Riebel, KJ Odom, NE Langmore… - Biology …, 2019 - royalsocietypublishing.org
Historically, bird song has been regarded as a sex-specific signalling trait; males sing to
attract females and females drive the evolution of signal exaggeration by preferring males …

[HTML][HTML] Biases of acoustic indices measuring biodiversity in urban areas

AJ Fairbrass, P Rennert, C Williams, H Titheridge… - Ecological …, 2017 - Elsevier
Urban green infrastructure, GI (eg, parks, gardens, green roofs) are potentially important
biodiversity habitats, however their full ecological capacity is poorly understood, in part due …