Data Mining Sound Archives: A New Scalable Algorithm for Parallel-Distributing Processing. - Peter J. Dugan; Holger Klinck; John A. Zollweg; Christopher W. Clark (ICDM Workshops, 2015)

RAVEN X High Performance Data Mining Toolbox for Bioacoustic Data Analysis. - Peter J. Dugan; Holger Klinck; Marie A. Roch; Tyler A. Helble (CoRR, 2016)

Large-Scale Bird Sound Classification using Convolutional Neural Networks. - Stefan Kahl; Thomas Wilhelm-Stein; Hussein Hussein; Holger Klinck; Danny Kowerko; Marc Ritter; Maximilian Eibl (CLEF (Working Notes), 2017)

A Baseline for Large-Scale Bird Species Identification in Field Recordings. - Stefan Kahl; Thomas Wilhelm-Stein; Holger Klinck; Danny Kowerko; Maximilian Eibl (CLEF (Working Notes), 2018)

Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System. - Stefan Kahl; Thomas Wilhelm-Stein; Holger Klinck; Danny Kowerko; Maximilian Eibl (CoRR, 2018)

Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. - Vincent Lostanlen; Kaitlin Palmer; Elly Knight; Christopher W. Clark; Holger Klinck; Andrew Farnsworth; Tina Wong; Jason Cramer; Juan Pablo Bello (DCASE, 2019)

GIBBONR: An R package for the detection and classification of acoustic signals using machine learning. - Dena J. Clink; Holger Klinck (CoRR, 2019)

Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. - Pu Li; Xiaobai Liu; K. J. Palmer; Erica Fleishman; Douglas Gillespie; Eva-Marie Nosal; Yu Shiu; Holger Klinck; Danielle Cholewiak; Tyler A. Helble; Marie A. Roch (IJCNN, 2020)

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. - Alexis Joly; Hervé Goëau; Stefan Kahl; Lukás Picek; Titouan Lorieul; Elijah Cole; Benjamin Deneu; Maximilien Servajean; Andrew Durso; Isabelle Bolon; Hervé Glotin; Robert Planqué; et al. (CLEF, 2021)

Overview of BirdCLEF 2021: Bird call identification in soundscape recordings. - Stefan Kahl; Tom Denton; Holger Klinck; Hervé Glotin; Hervé Goëau; Willem-Pier Vellinga; Robert Planqué; Alexis Joly (CLEF (Working Notes), 2021)

Parsing Birdsong with Deep Audio Embeddings. - Irina Tolkova; Brian Chu; Marcel Hedman; Stefan Kahl; Holger Klinck (CoRR, 2021)

Seeing biodiversity: perspectives in machine learning for wildlife conservation. - Devis Tuia; Benjamin Kellenberger; Sara Beery; Blair R. Costelloe; Silvia Zuffi; Benjamin Risse; Alexander Mathis; Mackenzie W. Mathis; Frank van Langevelde; Tilo Burghardt; Roland Kays; Holger Klinck; et al. (CoRR, 2021)

BirdNET: A deep learning solution for avian diversity monitoring. - Stefan Kahl; Connor M. Wood; Maximilian Eibl; Holger Klinck (Ecol. Informatics, 2021)

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. - Alexis Joly; Hervé Goëau; Stefan Kahl; Lukás Picek; Titouan Lorieul; Elijah Cole; Benjamin Deneu; Maximilien Servajean; Andrew Durso; Hervé Glotin; Robert Planqué; Willem-Pier Vellinga; et al. (CLEF, 2022)

Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings. - Stefan Kahl; Amanda Navine; Tom Denton; Holger Klinck; Patrick Hart; Hervé Glotin; Hervé Goëau; Willem-Pier Vellinga; Robert Planqué; Alexis Joly (CLEF (Working Notes), 2022)

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. - Alexis Joly; Hervé Goëau; Stefan Kahl; Lukás Picek; Titouan Lorieul; Elijah Cole; Benjamin Deneu; Maximilien Servajean; Andrew Durso; Isabelle Bolon; Hervé Glotin; Robert Planqué; et al. (ECIR (2), 2022)

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. - Alexis Joly; Christophe Botella; Lukás Picek; Stefan Kahl; Hervé Goëau; Benjamin Deneu; Diego Marcos; Joaquim Estopinan; César Leblanc; Théo Larcher; Rail Chamidullin; Milan Sulc; et al. (CLEF, 2023)

Overview of BirdCLEF 2023: Automated Bird Species Identification in Eastern Africa. - Stefan Kahl; Tom Denton; Holger Klinck; Hendrik Reers; Francis Cherutich; Hervé Glotin; Hervé Goëau; Willem-Pier Vellinga; Robert Planqué; Alexis Joly (CLEF (Working Notes), 2023)

LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. - Alexis Joly; Hervé Goëau; Stefan Kahl; Lukás Picek; Christophe Botella; Diego Marcos; Milan Sulc; Marek Hrúz; Titouan Lorieul; Sara Si-Moussi; Maximilien Servajean; Benjamin Kellenberger; et al. (ECIR (3), 2023)

Feature Embeddings from Large-Scale Acoustic Bird Classifiers Enable Few-Shot Transfer Learning. - Burooj Ghani; Tom Denton; Stefan Kahl; Holger Klinck (CoRR, 2023)

BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics. - Jenny Hamer; Eleni Triantafillou; Bart van Merriënboer; Stefan Kahl; Holger Klinck; Tom Denton; Vincent Dumoulin (CoRR, 2023)

Learning Stage-Wise GANs for Whistle Extraction in Time-Frequency Spectrograms. - Pu Li; Marie A. Roch; Holger Klinck; Erica Fleishman; Douglas Gillespie; Eva-Marie Nosal; Yu Shiu; Xiaobai Liu (IEEE Trans. Multim., 2023)

Classification of group-specific variations in songs within House Wren species using machine learning models. - Burooj Ghani; Holger Klinck; Sarah Hallerberg (Ecol. Informatics, 2023)

Feature embeddings from the BirdNET algorithm provide insights into avian ecology. - Kate McGinn; Stefan Kahl; M. Zachariah Peery; Holger Klinck; Connor M. Wood (Ecol. Informatics, 2023)

One size fits all? Adaptation of trained CNNs to new marine acoustic environments. - Ellen L. White; Holger Klinck; Jonathan M. Bull; Paul R. White; Denise Risch (Ecol. Informatics, 2023)

Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. - Alexis Joly; Lukás Picek; Stefan Kahl; Hervé Goëau; Vincent Espitalier; Christophe Botella; Diego Marcos; Joaquim Estopinan; César Leblanc; Théo Larcher; Milan Sulc; Marek Hrúz; et al. (CLEF (2), 2024)

Overview of BirdCLEF 2024: Acoustic identification of under-studied bird species in the Western Ghats. - Stefan Kahl; Tom Denton; Holger Klinck; Vijay Ramesh; Viral Joshi; Meghana Srivathsa; Akshay Anand; Chiti Arvind; Harikrishnan Cp; Suyash Sawant; Robin Vv; Hervé Glotin; et al. (CLEF (Working Notes), 2024)

LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. - Alexis Joly; Lukás Picek; Stefan Kahl; Hervé Goëau; Vincent Espitalier; Christophe Botella; Benjamin Deneu; Diego Marcos; Joaquim Estopinan; César Leblanc; Théo Larcher; Milan Sulc; et al. (ECIR (6), 2024)

Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification. - Lukás Picek; Stefan Kahl; Hervé Goëau; Lukás Adam; Théo Larcher; César Leblanc; Maximilien Servajean; Klára Janousková; Jirí Matas; Vojtech Cermák; Kostas Papafitsoros; Robert Planqué; et al. (CLEF, 2025)

LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification. - Alexis Joly; Lukás Picek; Stefan Kahl; Hervé Goëau; Lukás Adam; Christophe Botella; Maximilien Servajean; Diego Marcos; César Leblanc; Théo Larcher; Jirí Matas; Klára Janousková; et al. (ECIR (5), 2025)

Continuous Real-Time Acoustic Monitoring of endangered bird species in Hawai'i. - Melissa Weidlich-Rau; Amanda K. Navine; Patrick T. Chaopricha; Felix Günther 004; Stefan Kahl; Thomas Wilhelm-Stein; Raymond C. Mack; Hendrik Reers; Aaron N. Rice; Maximilian Eibl; Patrick J. Hart; Patrick Wolff; et al. (Ecol. Informatics, 2025)