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Research topic: Audio Acoustics

Papers, datasets, models, and field notes are connected into a practical research map for digital beekeeping, from academic references to applied Gratheon experiments.

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Publication Year Institutions
A Multimodal Machine Learning System for Non-Invasive Detection of Varroa destructor Infestations in Honey Bee Colonies2026🇺🇸 Green Valley High School
Acoustic Signatures of Hive: Detecting Queen Bee Absence Through Machine Learning of Short Audio Segments2026🇨🇱 Universidad de Viña del Mar; 🇨🇱 Universidad Técnica Federico Santa María
BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing2026🇺🇳 arXiv author-supplied preprint by Hamze Hammami and Nidhal Abdulaziz
Communication-efficient Embedded FFT Processing for Acoustic Telemetry in LPWAN-based Beehive Monitoring Systems2026🇵🇱 Lodz University of Technology
Development of Wingbeat-Based Acoustic Health Monitoring System for Bee Colonies2026🇹🇼 National Formosa University
Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
On the Prediction of Varroa Mite Infestations in Honeybee Colonies via Acoustic Monitoring2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Nectar Technologies Inc.; 🇨🇦 Université Laval
Spectrogram-Based Deep Learning Models for Acoustic Identification of Honey Bees in Complex Environmental Noises2026🇵🇰 Namal University; 🇵🇰 University of Mianwali; 🇦🇪 Abu Dhabi University; 🇹🇷 Nişantaşı University
buzzdetect: an open-source deep learning tool for automated bioacoustic pollinator monitoring2025🇺🇸 The Ohio State University; 🇺🇸 Dartmouth College
Deep Edge IoT for Acoustic Detection of Queenless Beehives2025🇬🇷 Aristotle University of Thessaloniki
Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition2025🇵🇱 Wrocław University of Science and Technology; 🇵🇱 AGH University of Krakow
Transformer Models improve the acoustic recognition of buzz-pollinating bee species2025🇧🇷 Universidade Federal de Goiás; 🇺🇸 University of Arizona; 🇨🇱 Universidad Católica del Maule
UrBAN: Urban Beehive Acoustics and PheNotyping Dataset2025🇨🇦 Institut National de la Recherche Scientifique; 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
Bee Together: Joining Bee Audio Datasets for Hive Extrapolation in AI-Based Monitoring2024🇫🇷 University of Toulon
Current Status and Future Outlooks of Precision Beekeeping Systems and Services2024🇸🇰 Slovak University of Agriculture in Nitra
IoT Embedded Smart Monitoring System with Edge Machine Learning for Beehive Management2024🇷🇴 Bucharest University of Economic Studies; 🇷🇴 National Institute for Research & Development in Informatics
MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees2024🇨🇦 Institut National de la Recherche Scientifique; 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
Automated, non-invasive Varroa mite detection by vibrational measurements of gait combined with machine learning2023🇬🇧 Nottingham Trent University
Identifying Queenlessness in Honeybee Hives from Audio Signals Using Machine Learning2023🇬🇧 Kingston University
Audio, Image, Video, and Weather Datasets for Continuous Electronic Beehive Monitoring2021🇺🇸 Utah State University
Janus: A Combined Radar and Vibration Sensor for Beehive Monitoring2021🇺🇸 University of Maine
Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths2021🇺🇸 X, the Moonshot Factory; 🇺🇸 Caltech; 🇺🇸 Google; 🇺🇸 University of Wisconsin-Madison; 🇺🇸 Washington State University
The prediction of swarming in honeybee colonies using vibrational spectra2020🇬🇧 Nottingham Trent University; 🇫🇷 l’Institut National de Recherche en Agriculture; 🇧🇪 Centre Apicole de Recherche et d’Information
Application of continuous monitoring of honeybee colonies2015🇺🇸 USDA Agricultural Research Service; 🇩🇰 Aarhus University
Publication Year Institutions
A Multimodal Machine Learning System for Non-Invasive Detection of Varroa destructor Infestations in Honey Bee Colonies2026🇺🇸 Green Valley High School
Acoustic Signatures of Hive: Detecting Queen Bee Absence Through Machine Learning of Short Audio Segments2026🇨🇱 Universidad de Viña del Mar; 🇨🇱 Universidad Técnica Federico Santa María
BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing2026🇺🇳 arXiv author-supplied preprint by Hamze Hammami and Nidhal Abdulaziz
Communication-efficient Embedded FFT Processing for Acoustic Telemetry in LPWAN-based Beehive Monitoring Systems2026🇵🇱 Lodz University of Technology
Development of Wingbeat-Based Acoustic Health Monitoring System for Bee Colonies2026🇹🇼 National Formosa University
Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
On the Prediction of Varroa Mite Infestations in Honeybee Colonies via Acoustic Monitoring2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Nectar Technologies Inc.; 🇨🇦 Université Laval
Spectrogram-Based Deep Learning Models for Acoustic Identification of Honey Bees in Complex Environmental Noises2026🇵🇰 Namal University; 🇵🇰 University of Mianwali; 🇦🇪 Abu Dhabi University; 🇹🇷 Nişantaşı University
Publication Year Institutions
buzzdetect: an open-source deep learning tool for automated bioacoustic pollinator monitoring2025🇺🇸 The Ohio State University; 🇺🇸 Dartmouth College
Deep Edge IoT for Acoustic Detection of Queenless Beehives2025🇬🇷 Aristotle University of Thessaloniki
Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition2025🇵🇱 Wrocław University of Science and Technology; 🇵🇱 AGH University of Krakow
Transformer Models improve the acoustic recognition of buzz-pollinating bee species2025🇧🇷 Universidade Federal de Goiás; 🇺🇸 University of Arizona; 🇨🇱 Universidad Católica del Maule
UrBAN: Urban Beehive Acoustics and PheNotyping Dataset2025🇨🇦 Institut National de la Recherche Scientifique; 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
Publication Year Institutions
Bee Together: Joining Bee Audio Datasets for Hive Extrapolation in AI-Based Monitoring2024🇫🇷 University of Toulon
Current Status and Future Outlooks of Precision Beekeeping Systems and Services2024🇸🇰 Slovak University of Agriculture in Nitra
IoT Embedded Smart Monitoring System with Edge Machine Learning for Beehive Management2024🇷🇴 Bucharest University of Economic Studies; 🇷🇴 National Institute for Research & Development in Informatics
MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees2024🇨🇦 Institut National de la Recherche Scientifique; 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
Publication Year Institutions
Automated, non-invasive Varroa mite detection by vibrational measurements of gait combined with machine learning2023🇬🇧 Nottingham Trent University
Identifying Queenlessness in Honeybee Hives from Audio Signals Using Machine Learning2023🇬🇧 Kingston University
Publication Year Institutions
Audio, Image, Video, and Weather Datasets for Continuous Electronic Beehive Monitoring2021🇺🇸 Utah State University
Janus: A Combined Radar and Vibration Sensor for Beehive Monitoring2021🇺🇸 University of Maine
Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths2021🇺🇸 X, the Moonshot Factory; 🇺🇸 Caltech; 🇺🇸 Google; 🇺🇸 University of Wisconsin-Madison; 🇺🇸 Washington State University
Publication Year Institutions
The prediction of swarming in honeybee colonies using vibrational spectra2020🇬🇧 Nottingham Trent University; 🇫🇷 l’Institut National de Recherche en Agriculture; 🇧🇪 Centre Apicole de Recherche et d’Information
Publication Year Institutions
Application of continuous monitoring of honeybee colonies2015🇺🇸 USDA Agricultural Research Service; 🇩🇰 Aarhus University