1 citations · 1 across the 4 of their papers we have counts for
4 papers
Neural modeling of magnetic tape recorders
Otto Mikkonen, Alec Wright, Eloi Moliner +1
The sound of magnetic recording media, such as open-reel and cassette tape recorders, is still sought after by today's sound practitioners due to the imperfections embedded in the…
Enhanced Fuzzy Decomposition of Sound Into Sines, Transients, and Noise
Leonardo Fierro, Vesa Välimäki
The decomposition of sounds into sines, transients, and noise is a long-standing research problem in audio processing. The current solutions for this three-way separation detect ei…
Virtual Analog Modeling of Distortion Circuits Using Neural Ordinary Differential Equations
Jan Wilczek, Alec Wright, Vesa Välimäki +1
Recent research in deep learning has shown that neural networks can learn differential equations governing dynamical systems. In this paper, we adapt this concept to Virtual Analog…
Realistic Gramophone Noise Synthesis using a Diffusion Model
Eloi Moliner, Vesa Välimäki
This paper introduces a novel data-driven strategy for synthesizing gramophone noise audio textures. A diffusion probabilistic model is applied to generate highly realistic quasipe…