Publications (25)
Segregating event streams and noise with a Markov renewal process model
Dan Stowell, Mark D. Plumbley
Denoising without access to clean data using a partitioned autoencoder
Dan Stowell, Richard E. Turner
Individual identity in songbirds: signal representations and metric learning for locating the information in complex corvid calls
Dan Stowell, Veronica Morfi, Lisa F. Gill
NIPS4Bplus: a richly annotated birdsong audio dataset
Veronica Morfi, Yves Bas, Hanna PamuÅa +2
Automatic acoustic identification of individual animals: Improving generalisation across species and recording conditions
Dan Stowell, Tereza Petrusková, Martin Šálek +1
Unifying Probabilistic Models for Time-Frequency Analysis
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss +2
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss +2
Gaussian Processes for Music Audio Modelling and Content Analysis
Pablo A. Alvarado, Dan Stowell
Large-scale analysis of frequency modulation in birdsong databases
Dan Stowell, Mark D. Plumbley
Spectral Visibility Graphs: Application to Similarity of Harmonic Signals
Delia Fano Yela, Dan Stowell, Mark Sandler
A Generative Model for Natural Sounds Based on Latent Force Modelling
William J. Wilkinson, Joshua D. Reiss, Dan Stowell
Sparse Gaussian Process Audio Source Separation Using Spectrum Priors in the Time-Domain
Pablo A. Alvarado, Mauricio A. Ãlvarez, Dan Stowell
Maximum a posteriori estimation of piecewise arcs in tempo time-series
Dan Stowell, Elaine Chew
Deep Learning for Audio Transcription on Low-Resource Datasets
Veronica Morfi, Dan Stowell
Does k Matter? k-NN Hubness Analysis for Kernel Additive Modelling Vocal Separation
Delia Fano Yela, Dan Stowell, Mark Sandler
Detailed temporal structure of communication networks in groups of songbirds
Dan Stowell, Lisa Gill, David Clayton
Improved multiple birdsong tracking with distribution derivative method and Markov renewal process clustering
Dan Stowell, SaÅ¡o MuÅ¡eviÄ, Jordi Bonada +1
Acoustic event detection for multiple overlapping similar sources
Dan Stowell, David Clayton
Efficient Learning of Harmonic Priors for Pitch Detection in Polyphonic Music
Pablo A. Alvarado, Dan Stowell
Deductive Refinement of Species Labelling in Weakly Labelled Birdsong Recordings
Veronica Morfi, Dan Stowell
Data-Efficient Weakly Supervised Learning for Low-Resource Audio Event Detection Using Deep Learning
Veronica Morfi, Dan Stowell
On-bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts
Dan Stowell, Emmanouil Benetos, Lisa F. Gill
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning
Dan Stowell, Mark D. Plumbley
An open dataset for research on audio field recording archives: freefield1010
Dan Stowell, Mark D. Plumbley
Acoustic Scene Classification
Daniele Barchiesi, Dimitrios Giannoulis, Dan Stowell +1