13 citations · 75 across the 22 of their papers we have counts for
5 papers · 1 filter
Unifying Probabilistic Models for Time-Frequency Analysis
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss +2
In audio signal processing, probabilistic time-frequency models have many benefits over their non-probabilistic counterparts. They adapt to the incoming signal, quantify uncertaint…
Modeling of nonlinear audio effects with end-to-end deep neural networks
Marco A. Martínez Ramirez, Joshua D. Reiss
In the context of music production, distortion effects are mainly used for aesthetic reasons and are usually applied to electric musical instruments. Most existing methods for nonl…
An empirical approach to the relationship between emotion and music production quality
David Ronan, Joshua D. Reiss, Hatice Gunes
In music production, the role of the mix engineer is to take recorded music and convey the expressed emotions as professionally sounding as possible. We investigated the relationsh…
Automatic Minimisation of Masking in Multitrack Audio using Subgroups
David Ronan, Zheng Ma, Paul Mc Namara +2
The iterative process of masking minimisation when mixing multitrack audio is a challenging optimisation problem, in part due to the complexity and non-linearity of auditory percep…
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…