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

Automatic Classification of a Taxon-Rich Community Recorded in the Wild

(2014) Ilyas Potamitis   PLoS One

Large-scale analysis of frequency modulation in birdsong data bases

(2014) Dan Stowell et al.   Methods in Ecology and Evolution

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A practical comparison of manual and autonomous methods for acoustic monitoring

(2013) Andrew Digby et al.   Methods in Ecology and Evolution

Real-time bioacoustics monitoring and automated species identification

(2013) T. Mitchell Aide et al.   PeerJ

Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach

(2012) Forrest Briggs et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Fast Dictionary Learning for Sparse Representations of Speech Signals

(2011) Maria G. Jafari et al.   IEEE Journal of Selected Topics in Signal Processing

The emerging significance of bioacoustics in animal species conservation

(2010) Paola Laiolo   BIOLOGICAL CONSERVATION

Automated classification of bird and amphibian calls using machine learning: A comparison of methods

(2009) Miguel A. Acevedo et al.   Ecological Informatics

Automatic Classification of Bird Species From Their Sounds Using Two-Dimensional Cepstral Coefficients

(2008) Chang-Hsing Lee et al.   IEEE Transactions on Audio Speech and Language Processing