Dan Stowell

PeerJ Editor, Author & Reviewer

Summary

EPSRC Research Fellowship in "Machine listening for soundscapes with multiple birds". Specialist in machine learning for audio: birdsong, music, everyday sound, natural sound.

Biosphere Interactions Computational Science Data Mining & Machine Learning Ecology Multimedia Neural Networks

Editing Journals

PeerJ Computer Science

Past or current institution affiliations

University of Tilburg

Queen Mary University of London

Work details

EPSRC Research Fellow

Queen Mary University of London

Centre for Digital Music

Websites

www.mcld.co.uk

March 21, 2022

Computational bioacoustics with deep learning: a review and roadmap

Dan Stowell

https://doi.org/10.7717/peerj.13152 PubMed 35341043

October 7, 2019

NIPS4Bplus: a richly annotated birdsong audio dataset

Veronica Morfi, Yves Bas, Hanna Pamuła, Hervé Glotin, Dan Stowell

https://doi.org/10.7717/peerj-cs.223

July 17, 2014

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

Dan Stowell, Mark D. Plumbley

https://doi.org/10.7717/peerj.488 PubMed 25083350

Academic Editor on

August 19, 2021

Estimation of deracinated trees area in temperate forest with satellite images employing machine learning methods

Hideyuki Doi, Tomoki Hirai

https://doi.org/10.7717/peerj-cs.648

July 8, 2019

Sample-level sound synthesis with recurrent neural networks and conceptors

Chris Kiefer

https://doi.org/10.7717/peerj-cs.205

August 19, 2015

Auditory interfaces in automated driving: an international survey

Pavlo Bazilinskyy, Joost de Winter

https://doi.org/10.7717/peerj-cs.13