Search Results for author: Ori Kabeli

Found 3 papers, 1 papers with code

Decoding speech perception from non-invasive brain recordings

1 code implementation25 Aug 2022 Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King

Overall, this effective decoding of perceived speech from non-invasive recordings delineates a promising path to decode language from brain activity, without putting patients at risk for brain surgery.

Contrastive Learning EEG

Online Self-Attentive Gated RNNs for Real-Time Speaker Separation

no code implementations25 Jun 2021 Ori Kabeli, Yossi Adi, Zhenyu Tang, Buye Xu, Anurag Kumar

Our stateful implementation for online separation leads to a minor drop in performance compared to the offline model; 0. 8dB for monaural inputs and 0. 3dB for binaural inputs while reaching a real-time factor of 0. 65.

blind source separation Speaker Separation

High Fidelity Speech Regeneration with Application to Speech Enhancement

no code implementations31 Jan 2021 Adam Polyak, Lior Wolf, Yossi Adi, Ori Kabeli, Yaniv Taigman

Speech enhancement has seen great improvement in recent years mainly through contributions in denoising, speaker separation, and dereverberation methods that mostly deal with environmental effects on vocal audio.

Denoising Speaker Separation +3

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