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Wood, C. M., Kahl, S., Chaon, P., Peery, M. Z., & Klinck, H. (2021). Survey coverage, recording duration and community composition affect observed species richness in passive acoustic surveys. Methods in Ecology and Evolution. [PDF]

Kahl, S., Wood, C. M., Eibl, M., & Klinck, H. (2021). BirdNET: A deep learning solution for avian diversity monitoring. Ecological Informatics, 61, 101236. [Source]

Kahl, S., Denton, T., Klinck, H., Glotin, H., Goëau, H., Vellinga, W. P., … & Joly, A. (2021). Overview of BirdCLEF 2021: Bird call identification in soundscape recordings. In CLEF 2021 (Working Notes). [PDF]

Joly, A., Goëau, H., Kahl, S., Picek, L., Lorieul, T., Cole, E., … & Müller, H. (2021). Overview of LifeCLEF 2021: An evaluation of machine-learning based species identification and species distribution prediction. In International Conference of the Cross-Language Evaluation Forum for European Languages (pp. 371-393). Springer, Cham. [PDF]

Kahl, S., Clapp, M., Hopping, W., Goëau, H., Glotin, H., Planqué, R., … & Joly, A. (2020). Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments. In CLEF 2020 (Working Notes). [PDF]

Joly, A., Goëau, H., Kahl, S., Deneu, B., Servajean, M., Cole, E., … & Lorieul, T. (2020). Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. In International Conference of the Cross-Language Evaluation Forum for European Languages (pp. 342-363). Springer, Cham. [PDF]

Kahl, S. (2020). Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring. Dissertation. Chemnitz University of Technology, Chemnitz, Germany. [PDF]

Kahl, S., Stöter, F. R., Goëau, H., Glotin, H., Planqué, R., Vellinga, W. P., & Joly, A. (2019). Overview of BirdCLEF 2019: Large-scale Bird Recognition in Soundscapes.
In CLEF 2019 (Working Notes). [PDF]

Joly, A., Goëau, H., Botella, C., Kahl, S., Servajean, M., Glotin, H., … & Müller, H. (2019). Overview of LifeCLEF 2019: Identification of Amazonian plants, South & North American birds, and niche prediction.
In International Conference of the Cross-Language Evaluation Forum for European Languages (pp. 387-401). Springer, Cham. [PDF]

Joly, A., Goëau, H., Botella, C., Kahl, S., Poupard, M., Servajean, M., … & Schlüter, J. (2019). LifeCLEF 2019: Biodiversity Identification and Prediction Challenges.
In European Conference on Information Retrieval (pp. 275-282). Springer, Cham. [PDF]

Kahl, S., Wilhelm-Stein, T., Klinck, H., Kowerko, D., & Eibl, M. (2018). Recognizing Birds from Sound – The 2018 BirdCLEF Baseline System.
arXiv preprint arXiv:1804.07177. [PDF]

Goëau, H., Kahl, S., Glotin, H., Planqué, R., Vellinga, W. P., & Joly, A. (2018). Overview of BirdCLEF 2018: monospecies vs. soundscape bird identification.
In CLEF 2018 (Working Notes). [PDF]

Kahl, S., Wilhelm-Stein, T., Klinck, H., Kowerko, D., & Eibl, M. (2018). A Baseline for Large-Scale Bird Species Identification in Field Recordings.
In CLEF 2018 (Working Notes). [PDF]

Kahl, S., Wilhelm-Stein, T., Hussein, H., Klinck, H., Kowerko, D., Ritter, M., & Eibl, M. (2017). Large-Scale Bird Sound Classification using Convolutional Neural Networks.
In CLEF 2018 (Working Notes). [PDF]