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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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Bibliografiska uppgifter
Huvudupphovsmän: Stowell, Dan, Plumbley, Mark D.
Materialtyp: Artigo
Språk:Inglês
Publicerad: PeerJ Inc. 2014
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4106198/
https://ncbi.nlm.nih.gov/pubmed/25083350
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.488
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