Dan Stowell

Detection and Classification of Acoustic Scenes and Events

Dan Stowell, Dimitrios Giannoulis, Emmanouil Benetos et al. · IEEE Transactions on Multimedia · 2015 · 584 citations · Full text

Music, Engineering, Machine Learning +18

Acoustic Scene Classification: Classifying environments from the sounds they produce

Daniele Barchiesi, Dimitrios Giannoulis, Dan Stowell et al. · IEEE Signal Processing Magazine · 2015 · 402 citations · Full text

Automatic acoustic detection of birds through deep learning: The first Bird Audio Detection challenge

Dan Stowell, Michael D. Wood, Hanna Pamuła et al. · Methods in Ecology and Evolution · 2018 · 342 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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

Dan Stowell, Mark D. Plumbley · PeerJ · 2014 · 275 citations · Full text

Music, Engineering, Machine Learning +27

Detection and classification of acoustic scenes and events: An IEEE AASP challenge

Dimitrios Giannoulis, Emmanouil Benetos, Dan Stowell et al. · 2013 · 174 citations · Full text

Music, Engineering, Acoustic Modeling +19