2 papers
cs.CL2021
Zero-Shot Translation using Diffusion Models
Eliya Nachmani, Shaked Dovrat
In this work, we show a novel method for neural machine translation (NMT), using a denoising diffusion probabilistic model (DDPM), adjusted for textual data, following recent advan…
cs.SD2021
Many-Speakers Single Channel Speech Separation with Optimal Permutation Training
Shaked Dovrat, Eliya Nachmani, Lior Wolf
Single channel speech separation has experienced great progress in the last few years. However, training neural speech separation for a large number of speakers (e.g., more than 10…