61 citations · 67 across the 5 of their papers we have counts for
6 papers
Propagating Variational Model Uncertainty for Bioacoustic Call Label Smoothing
Georgios Rizos, Jenna Lawson, Simon Mitchell +5
We focus on using the predictive uncertainty signal calculated by Bayesian neural networks to guide learning in the self-same task the model is being trained on. Not opting for cos…
Evaluating Deep Music Generation Methods Using Data Augmentation
Toby Godwin, Georgios Rizos, Alice Baird +3
Despite advances in deep algorithmic music generation, evaluation of generated samples often relies on human evaluation, which is subjective and costly. We focus on designing a hom…
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation
Xiangheng He, Junjie Chen, Georgios Rizos +1
Emotional Voice Conversion (EVC) aims to convert the emotional style of a source speech signal to a target style while preserving its content and speaker identity information. Prev…
What Makes a Scientific Paper be Accepted for Publication?
Panagiotis Fytas, Georgios Rizos, Lucia Specia
Despite peer-reviewing being an essential component of academia since the 1600s, it has repeatedly received criticisms for lack of transparency and consistency. We posit that recen…
MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop
Lukas Stappen, Alice Baird, Georgios Rizos +9
Multimodal Sentiment Analysis in Real-life Media (MuSe) 2020 is a Challenge-based Workshop focusing on the tasks of sentiment recognition, as well as emotion-target engagement and…
Poisson CNN: Convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh
Ali Girayhan Özbay, Arash Hamzehloo, Sylvain Laizet +3
The Poisson equation is commonly encountered in engineering, for instance in computational fluid dynamics (CFD) where it is needed to compute corrections to the pressure field to e…