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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Bibliographic Details
Main Authors: Dan Stowell, Mark D. Plumbley
Format: Article
Language:English
Published: PeerJ Inc. 2014-07-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/488.pdf