Publications by authors named "Dan Stowell"

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Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification.
Burooj Ghani, Vincent J Kalkman, Bob Planqué, Willem-Pier Vellinga, Lisa Gill, Dan Stowell

Sci Rep· May 2025

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Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists.
Arik Kershenbaum, Çağlar Akçay, Lakshmi Babu-Saheer, Alex Barnhill, Paul Best, Dan Stowell

Biol Rev Camb Philos Soc· April 2025

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Bird song comparison using deep learning trained from avian perceptual judgments.
Lies Zandberg, Veronica Morfi, Julia M George, David F Clayton, Dan Stowell

PLoS Comput Biol· August 2024

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Sound evidence for biodiversity monitoring.
Jeppe H Rasmussen, Dan Stowell, Elodie F Briefer

Science· July 2024

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Efficient Speech Detection in Environmental Audio Using Acoustic Recognition and Knowledge Distillation.
Drew Priebe, Burooj Ghani, Dan Stowell

Sensors (Basel)· March 2024

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Adaptive representations of sound for automatic insect recognition.
Marius Faiß, Dan Stowell

PLoS Comput Biol· October 2023

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Computational bioacoustics with deep learning: a review and roadmap.
Dan Stowell

PeerJ· January 2023

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Acoustic traits of bat-pollinated flowers compared to flowers of other pollination syndromes and their echo-based classification using convolutional neural networks.
Ralph Simon, Karol Bakunowski, Angel Eduardo Reyes-Vasques, Marco Tschapka, Mirjam Knörnschild, Dan Stowell

PLoS Comput Biol· December 2021

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Multilabel Acoustic Event Classification Using Real-World Urban Data and Physical Redundancy of Sensors.
Ester Vidaña-Vila, Joan Navarro, Dan Stowell, Rosa Ma Alsina-Pagès

Sensors (Basel)· November 2021

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Deep perceptual embeddings for unlabelled animal sound events.
Veronica Morfi, Robert F Lachlan, Dan Stowell

J Acoust Soc Am· July 2021

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A harmonised, high-coverage, open dataset of solar photovoltaic installations in the UK.
Dan Stowell, Jack Kelly, Damien Tanner, Jamie Taylor, Ethan Jones

Sci Data· November 2020

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Uganda's experience in Ebola virus disease outbreak preparedness, 2018-2019.
Jane Ruth Aceng, Alex R Ario, Allan N Muruta, Issa Makumbi, Miriam Nanyunja, Dan F Stowell

Global Health· March 2020

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NIPS4Bplus: a richly annotated birdsong audio dataset.
Veronica Morfi, Yves Bas, Hanna Pamuła, Hervé Glotin, Dan Stowell

PeerJ Comput Sci· October 2019

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Automatic acoustic identification of individuals in multiple species: improving identification across recording conditions.
Dan Stowell, Tereza Petrusková, Martin Šálek, Pavel Linhart

J R Soc Interface· April 2019

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Detailed temporal structure of communication networks in groups of songbirds.
Dan Stowell, Lisa Gill, David Clayton

J R Soc Interface· June 2016

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Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning.
Dan Stowell, Mark D Plumbley

PeerJ· August 2014

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