429 citations · 1.3k across the 24 of their papers we have counts for
5 papers · 1 filter
Audio Language Modeling using Perceptually-Guided Discrete Representations
Felix Kreuk, Yaniv Taigman, Adam Polyak +4
In this work, we study the task of Audio Language Modeling, in which we aim at learning probabilistic models for audio that can be used for generation and completion. We use a stat…
AudioGen: Textually Guided Audio Generation
Felix Kreuk, Gabriel Synnaeve, Adam Polyak +6
We tackle the problem of generating audio samples conditioned on descriptive text captions. In this work, we propose AaudioGen, an auto-regressive generative model that generates a…
High Fidelity Speech Regeneration with Application to Speech Enhancement
Adam Polyak, Lior Wolf, Yossi Adi +2
Speech enhancement has seen great improvement in recent years mainly through contributions in denoising, speaker separation, and dereverberation methods that mostly deal with envir…
TTS Skins: Speaker Conversion via ASR
Adam Polyak, Lior Wolf, Yaniv Taigman
We present a fully convolutional wav-to-wav network for converting between speakers' voices, without relying on text. Our network is based on an encoder-decoder architecture, where…
A Universal Music Translation Network
Noam Mor, Lior Wolf, Adam Polyak +1
We present a method for translating music across musical instruments, genres, and styles. This method is based on a multi-domain wavenet autoencoder, with a shared encoder and a di…