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Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning

Automatic species classification of birds from their sound is a computational tool of increasing importance in ecology, conservation monitoring and vocal communication studies. To make classification useful in practice, it is crucial to improve its accuracy while ensuring that it can run at big data...

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Detalles Bibliográficos
Autores principales: Stowell, Dan, Plumbley, Mark D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4106198/
https://www.ncbi.nlm.nih.gov/pubmed/25083350
http://dx.doi.org/10.7717/peerj.488