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Stefan Kahl
Stefan Kahl
K. Lisa Yang Center for Conservation Bioacoustics and Chemnitz University of Technology
Adresse e-mail validée de informatik.tu-chemnitz.de - Page d'accueil
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BirdNET: A deep learning solution for avian diversity monitoring
S Kahl, CM Wood, M Eibl, H Klinck
Ecological Informatics 61, 101236, 2021
5942021
Large-Scale Bird Sound Classification using Convolutional Neural Networks
S Kahl, T Wilhelm-Stein, H Hussein, H Klinck, D Kowerko, M Ritter, M Eibl
CLEF, 2017
1222017
Overview of lifeclef 2022: an evaluation of machine-learning based species identification and species distribution prediction
A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2022
692022
Global birdsong embeddings enable superior transfer learning for bioacoustic classification
B Ghani, T Denton, S Kahl, H Klinck
Scientific Reports 13 (1), 22876, 2023
612023
Overview of BirdCLEF 2020: bird sound recognition in complex acoustic environments
S Kahl, M Clapp, WA Hopping, H Goëau, H Glotin, R Planqué, ...
CLEF 2020-Conference and Labs of the Evaluation Forum 2696 (262), 2020
612020
Overview of BirdCLEF 2019: large-scale bird recognition in soundscapes
S Kahl, FR Stöter, H Goëau, H Glotin, R Planque, WP Vellinga, A Joly
CLEF 2019-Conference and Labs of the Evaluation Forum 2380 (256), 2019
612019
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
A Joly, H Goëau, S Kahl, B Deneu, M Servajean, E Cole, L Picek, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2020
602020
Survey coverage, recording duration and community composition affect observed species richness in passive acoustic surveys
CM Wood, S Kahl, P Chaon, MZ Peery, H Klinck
Methods in Ecology and Evolution 12 (5), 885-896, 2021
572021
Overview of BirdCLEF 2021: Bird call identification in soundscape recordings.
S Kahl, T Denton, H Klinck, H Glotin, H Goëau, WP Vellinga, R Planqué, ...
CLEF (Working Notes), 1437-1450, 2021
482021
The machine learning–powered BirdNET App reduces barriers to global bird research by enabling citizen science participation
CM Wood, S Kahl, A Rahaman, H Klinck
PLoS biology 20 (6), e3001670, 2022
442022
Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings
S Kahl, A Navine, T Denton, H Klinck, P Hart, H Glotin, H Goëau, ...
CEUR-WS, 2022
382022
Recognizing Birds from Sound-The 2018 BirdCLEF Baseline System
S Kahl, T Wilhelm-Stein, H Klinck, D Kowerko, M Eibl
arXiv preprint arXiv:1804.07177, 2018
382018
Overview of lifeclef 2019: Identification of amazonian plants, south & north american birds, and niche prediction
A Joly, H Goëau, C Botella, S Kahl, M Servajean, H Glotin, P Bonnet, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th …, 2019
352019
Guidelines for appropriate use of BirdNET scores and other detector outputs
CM Wood, S Kahl
Journal of Ornithology 165 (3), 777-782, 2024
312024
Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification.
H Goëau, S Kahl, H Glotin, B Planqué, WP Vellinga, A Joly
CLEF (Working Notes), 2018
312018
Feature embeddings from the BirdNET algorithm provide insights into avian ecology
K McGinn, S Kahl, MZ Peery, H Klinck, CM Wood
Ecological Informatics 74, 101995, 2023
272023
Overview of lifeclef 2024: Challenges on species distribution prediction and identification
A Joly, L Picek, S Kahl, H Goëau, V Espitalier, C Botella, D Marcos, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2024
252024
Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring
S Kahl
Technische Universität Chemnitz, Chemnitz, 2019
252019
Large-Scale Plant Classification using Deep Convolutional Neural Networks.
J Haupt, S Kahl, D Kowerko, M Eibl
CLEF (Working Notes), 2018
252018
Overview of lifeclef 2023: evaluation of ai models for the identification and prediction of birds, plants, snakes and fungi
A Joly, C Botella, L Picek, S Kahl, H Goëau, B Deneu, D Marcos, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2023
232023
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