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Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG

Published in arXiv (Cornell University) • Jul 26, 2023
NobleIDNI0P68W59R63S29
Authors:
Soo-Won Kim
,
Young-Eun Lee
,
Seo‐Hyun Lee

Abstract

Decoding EEG signals for imagined speech is a challenging task due to the high-dimensional nature of the data and low signal-to-noise ratio. In recent years, denoising diffusion probabilistic models (DDPMs) have emerged as promising approaches for representation learning in various domains. Our stud...

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