BioCPPNet: automatic bioacoustic source separation with deep neural networks

We introduce the Bioacoustic Cocktail Party Problem Network (BioCPPNet), a lightweight, modular, and robust U-Net-based machine learning architecture optimized for bioacoustic source separation across diverse biological taxa. Employing learnable or handcrafted encoders, BioCPPNet operates directly o...

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Detalles Bibliográficos
Autor principal: Bermant, Peter C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648737/
https://www.ncbi.nlm.nih.gov/pubmed/34873197
http://dx.doi.org/10.1038/s41598-021-02790-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648737/
https://www.ncbi.nlm.nih.gov/pubmed/34873197
http://dx.doi.org/10.1038/s41598-021-02790-2

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