no code implementations • 9 Feb 2024 • Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gael Richard
Diffusion models are receiving a growing interest for a variety of signal generation tasks such as speech or music synthesis.
1 code implementation • 30 Jan 2024 • Gael Richard, Pierre Chouteau, Bernardo Torres
A novel model was recently proposed by Schulze-Forster et al. in [1] for unsupervised music source separation.
no code implementations • 30 Jan 2024 • Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gael Richard
Generative adversarial network (GAN) models can synthesize highquality audio signals while ensuring fast sample generation.
no code implementations • ICML 2018 • Umut Simsekli, Cagatay Yildiz, Than Huy Nguyen, Taylan Cemgil, Gael Richard
The results support our theory and show that the proposed algorithm provides a significant speedup over the recently proposed synchronous distributed L-BFGS algorithm.