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Pretrained models for animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics
Jul 26, 2024
Schaefer-Zimmermann, Julian; Demartsev, Vlad; Averly, Baptiste; Dhanjal-Adams, Kiran; Duteil, Mathieu; Gall, Gabriella; Faiß, Marius; Johnson-Ulrich, Lily; Stowell, Dan; Manser, Marta; Roch, Marie; Strandburg-Peshkin, Ariana, 2024, "Pretrained models for animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics", https://doi.org/10.17617/3.ETPUKU, Edmond, V1
Model weights for animal2vec Please find the accompanying code at our official repository: github.com/livingingroups/animal2vec Here you find the model weights for the pretrained and the finetuned animal2vec model using the MeerKAT dataset. For more information on how to use this, please see our paper and our GitHub repository.
E4Warning Bird Species Distribution local predictions
Jun 26, 2024
Kamran Safi, 2024, "E4Warning Bird Species Distribution local predictions", https://doi.org/10.17617/3.CMUKKN, Edmond, V1
These folders contain raster files of the four study sites in four European countries (Switzerland, Germany, Spain and Greece), which were created in frame of the E4Warning project (https://www.e4warning.eu). Each raster corresponds to the monthly prediction of habitat suitability for the year 2022 for a total of 228 unique bird species. The R scri...
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