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Dan Stowell
PeerJ Editor, Author & Reviewer
1,215 Points

Contributions by role

Author 405
Reviewer 75
Editor 735

Contributions by subject area

Ecology
Computational Science
Bioinformatics
Computational Biology
Data Mining and Machine Learning
Databases
Multimedia
Animal Behavior
Climate Change Biology
Computer Vision
Neural Networks
Entomology
Zoology
Human-Computer Interaction
Autonomous Systems
Mobile and Ubiquitous Computing
Artificial Intelligence
Spatial and Geographic Information Systems
Graphics
Visual Analytics
Environmental Contamination and Remediation
Algorithms and Analysis of Algorithms

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

PeerJ Contributions

  • Articles 3
  • Edited 3
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