Stefan Kahl

发表

The machine learning–powered BirdNET App reduces barriers to global bird research by enabling citizen science participation

Connor M. Wood, H. Klinck, A. Rahaman, 2022, PLoS biology.

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Hervé Glotin, Stefan Kahl, Henning Müller, 2021, CLEF.

Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings

H. Glotin, Alexis Joly, R. Planqué, 2022, CLEF.

BirdNET: A deep learning solution for avian diversity monitoring

Stefan Kahl, Maximilian Eibl, Holger Klinck, 2021, Ecol. Informatics.

Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments

Stefan Kahl, Hervé Goëau, Hervé Glotin, 2020, CLEF.

Survey coverage, recording duration and community composition affect observed species richness in passive acoustic surveys

Connor M. Wood, M. Z. Peery, H. Klinck, 2020, Methods in Ecology and Evolution.

Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring

Stefan Kahl, Stefan Kahl, 2020 .

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction

Stefan Kahl, Henning Müller, Christophe Botella, 2020, CLEF.

Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes

Hervé Glotin, Stefan Kahl, Alexis Joly, 2019, CLEF.

Large-Scale Bird Sound Classification using Convolutional Neural Networks

Stefan Kahl, Maximilian Eibl, Marc Ritter, 2017, CLEF.

Feature embeddings from the BirdNET algorithm provide insights into avian ecology

Connor M. Wood, M. Z. Peery, H. Klinck, 2023, Ecol. Informatics.

Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction

Stefan Kahl, Henning Müller, Christophe Botella, 2019, CLEF.

Parsing Birdsong with Deep Audio Embeddings pdf

Stefan Kahl, Holger Klinck, Irina Tolkova, 2021, ArXiv.

Automated Lifelog Moment Retrieval based on Image Segmentation and Similarity Scores

Stefan Kahl, Maximilian Eibl, Danny Kowerko, 2019, CLEF.

Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings

H. Glotin, R. Planqué, H. Klinck, 2022, Conference and Labs of the Evaluation Forum.

Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification

Hervé Glotin, Stefan Kahl, Alexis Joly, 2018, CLEF.

Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System pdf

Stefan Kahl, Maximilian Eibl, Holger Klinck, 2018, ArXiv.

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

H. Glotin, Maximilien Servajean, Titouan Lorieul, 2022, ECIR.

Acoustic Event Classification Using Convolutional Neural Networks

Hussein Hussein, Stefan Kahl, Maximilian Eibl, 2017, GI-Jahrestagung.

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Maximilien Servajean, Titouan Lorieul, P. Bonnet, 2022, CLEF.

A Comparison of Text Selection Algorithms for Sequence-to-Sequence Neural TTS

Maximilian Eibl, Stefan Kahl, Stefan Taubert, 2022, 2022 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC).

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi

H. Glotin, Maximilien Servajean, P. Bonnet, 2023, CLEF.

Global birdsong embeddings enable superior transfer learning for bioacoustic classification

H. Klinck, Tom Denton, Burooj Ghani, 2023, Scientific reports.