13 citations · 75 across the 22 of their papers we have counts for
3 papers · 1 filter
Modeling plate and spring reverberation using a DSP-informed deep neural network
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
Plate and spring reverberators are electromechanical systems first used and researched as means to substitute real room reverberation. Nowadays they are often used in music product…
A general-purpose deep learning approach to model time-varying audio effects
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
Audio processors whose parameters are modified periodically over time are often referred as time-varying or modulation based audio effects. Most existing methods for modeling these…
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss +2
A typical audio signal processing pipeline includes multiple disjoint analysis stages, including calculation of a time-frequency representation followed by spectrogram-based featur…