Search Results for author: Alon Ziv

Found 3 papers, 1 papers with code

Masked Audio Generation using a Single Non-Autoregressive Transformer

no code implementations9 Jan 2024 Alon Ziv, Itai Gat, Gael Le Lan, Tal Remez, Felix Kreuk, Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi

We introduce MAGNeT, a masked generative sequence modeling method that operates directly over several streams of audio tokens.

Audio Generation

Depth Enables Long-Term Memory for Recurrent Neural Networks

no code implementations23 Mar 2020 Alon Ziv

A key attribute that drives the unprecedented success of modern Recurrent Neural Networks (RNNs) on learning tasks which involve sequential data, is their ability to model intricate long-term temporal dependencies.

Attribute Tensor Networks

On the Long-Term Memory of Deep Recurrent Networks

1 code implementation25 Oct 2017 Yoav Levine, Or Sharir, Alon Ziv, Amnon Shashua

A key attribute that drives the unprecedented success of modern Recurrent Neural Networks (RNNs) on learning tasks which involve sequential data, is their ability to model intricate long-term temporal dependencies.

Attribute Tensor Networks

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