Emmanuel Dufourq

University of Northern Iowa — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

10h-index347citations55works4.72yr avg
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Research Topics

Animal Vocal Communication and Behavior(28), Marine animal studies overview(16), Speech and Audio Processing(9), Music and Audio Processing(9), Evolutionary Algorithms and Applications(9)

Publications55 total

Shaping the future of computational ecology and ecological data science: An editorial perspective from ecological informatics
Ecological Informatics·2026Open Access
Deep tracks: Using deep learning and procedurally simulated data for automated vertebrate footprints classification
Ecological Informatics·2025Open Access
A comparison of deep neural network compression for citizen-driven tick and mosquito surveillance
Ecological Informatics·2025Open Access
A review of machine learning applications for identification and classification problems in paleontology
Ecological Informatics·2025· 1 citedOpen Access
Detection and classification of captive coppery titi monkey calls
Bioacoustics·2025· 1 citedOpen Access
Enhancing the classification of isolated theropod teeth using machine learning: a comparative study
PeerJ·2025Open Access
Automatic identification of the endangered hawksbill sea turtle behavior using deep learning and cross-species transfer learning
Journal of Experimental Biology·2024· 3 citedOpen Access
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists
Biological reviews/Biological reviews of the Cambridge Philosophical Society·2024· 32 citedOpen Access
Diving with penguins: tech gives ocean scientists a bird’s-eye view of foraging in Antarctic waters
2024
Identifying prey capture events of a free-ranging marine predator using bio-logger data and deep learning
Royal Society Open Science·2024· 9 citedOpen Access
Author response for "Identifying prey capture events of a free-ranging marine predator using bio-logger data and deep learning"
2024
An integrated passive acoustic monitoring and deep learning pipeline for black‐and‐white ruffed lemurs (<i>Varecia variegata</i>) in Ranomafana National Park, Madagascar
American Journal of Primatology·2024· 13 citedOpen Access
Empirical Evaluation of Variational Autoencoders and Denoising Diffusion Models for Data Augmentation in Bioacoustics Classification
Communications in computer and information science·2024· 2 cited
Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring
Ecological Informatics·2023· 17 citedOpen Access
Improving deep learning acoustic classifiers with contextual information for wildlife monitoring
Ecological Informatics·2023· 31 citedOpen Access
Automatic Detection and Taxonomic Identification of Dolphin Vocalisations using Convolutional Neural Networks for Passive Acoustic Monitoring
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
Hainan gibbon (Nomascus hainanus) bioacoustics dataset for machine learning
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Hainan gibbon (Nomascus hainanus) bioacoustics dataset for machine learning
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Passive acoustic monitoring applied to black-and-white ruffed lemurs (Varecia variegata) in Ranomafana National Park, Madagascar
2023Open Access
Passive acoustic monitoring applied to black-and-white ruffed lemurs (Varecia variegata) in Ranomafana National Park, Madagascar
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Lorène Jeantet(11), Ian Durbach(6), Bruce A. Bassett(6), Carly Batist(5), James P. Hansford(5), Amanda Hoepfner(5), Heidi Ma(5), Jessica V. Bryant(5), Christina S. Stender(5), Wenyong Li(5), Zhaoli Zhou(5), Samuel T. Turvey(5), Mendrika N. Razafindraibe(4), Francois Randriamanantena(4), Andrea L. Baden(4), Nelishia Pillay(4), Ruben Foquet(3), Zhiwei Liu(3), Qing Chen(3), Alex Mirugwe(3)