6 citations · 12 across the 6 of their papers we have counts for
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cs.LG2020★ 1 cited
Short-term prediction of photovoltaic power generation using Gaussian process regression
Yahya Al Lawati, Jack Kelly, Dan Stowell
Photovoltaic (PV) power is affected by weather conditions, making the power generated from the PV systems uncertain. Solving this problem would help improve the reliability and cos…
cs.LG2018
Deep Learning for Audio Transcription on Low-Resource Datasets
Veronica Morfi, Dan Stowell
In training a deep learning system to perform audio transcription, two practical problems may arise. Firstly, most datasets are weakly labelled, having only a list of events presen…
cs.LG2018
A Generative Model for Natural Sounds Based on Latent Force Modelling
William J. Wilkinson, Joshua D. Reiss, Dan Stowell
Recent advances in analysis of subband amplitude envelopes of natural sounds have resulted in convincing synthesis, showing subband amplitudes to be a crucial component of percepti…