List of works - Dan Stowell

A harmonised, high-coverage, open dataset of solar photovoltaic installations in the UK

scientific article published on 13 November 2020

AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models

scientific article published in 2024

Acoustic Scene Classification: Classifying environments from the sounds they produce ⬇️

article published in 2015

Acoustic traits of bat-pollinated flowers compared to flowers of other pollination syndromes and their echo-based classification using convolutional neural networks

scientific article published on 16 December 2021

Audiovisual Core Term List ⬇️

contains a list of attributes of each Audiovisual Core term

Automatic acoustic identification of individuals in multiple species: improving identification across recording conditions

scientific article published on 01 April 2019

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

scientific article

Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data

scientific article published in 2023

Computational bioacoustics with deep learning: a review and roadmap

scientific article published on 21 March 2022

Controlled Vocabulary for Audiovisual Core variant: List of Terms ⬇️

controlled vocabulary provides values for ac:variant and ac:variantLiteral

Deductive refinement of species labelling in weakly labelled birdsong recordings

Deep Learning for Audio Event Detection and Tagging on Low-Resource Datasets

scholarly article by Veronica Morfi & Dan Stowell published 18 August 2018 in Applied sciences

Detailed temporal structure of communication networks in groups of songbirds

scientific article

Detection and Classification of Acoustic Scenes and Events

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

Ecoacoustics: acoustic sensing for biodiversity monitoring at scale

scientific article published in 2020

Fast Multidimensional Entropy Estimation by $k$-d Partitioning

Improved multiple birdsong tracking with distribution derivative method and Markov renewal process clustering

Integration of informal music technologies in secondary school music lessons

Large-scale analysis of frequency modulation in birdsong data bases

article published in 2014

Learning Timbre Analogies from Unlabelled Data by Multivariate Tree Regression

Live Music-Making: A Rich Open Task Requires a Rich Open Interface

scholarly article published 2013

Maximum a Posteriori Estimation of Piecewise Arcs in Tempo Time-Series

Modern Approaches to the Monitoring of Biоdiversity (MAMBO)

scientific article published on 7 December 2023

State of the Art in Computational Bioacoustics and Machine Learning: How far have we come?

scientific article published in 2019

nips4bplus

richly annotated birdsong audio dataset - annotations

List of works by Dan Stowell