1 code implementation • 21 Jun 2021 • Andrés Marafioti, Michel Hayoz, Mathias Gallardo, Pablo Márquez Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
Cataract surgery is a sight saving surgery that is performed over 10 million times each year around the world.
1 code implementation • 9 Jun 2021 • Andrés Marafioti, Nicki Holighaus, Piotr Majdak
To address this, we studied the performance of three PR algorithms for various types of audio content and various STFT parameters such as redundancy, time-frequency ratio, and the type of window.
1 code implementation • 36th International Conference on Machine Learning 2019 • Andrés Marafioti, Nicki Holighaus, Nathanaël Perraudin, Piotr Majdak
We demonstrate the potential of deliberate generative TF modeling by training a generative adversarial network (GAN) on short-time Fourier features.
1 code implementation • 29 Oct 2018 • Andrés Marafioti, Nicki Holighaus, Piotr Majdak, Nathanaël Perraudin
We studied the ability of deep neural networks (DNNs) to restore missing audio content based on its context, a process usually referred to as audio inpainting.