Relating EEG to continuous speech using deep neural networks: a review.
Corentin PuffayBernd AccouLies BollensMohammad Jalilpour MonesiJonas VanthornhoutHugo Van HammeTom FrancartPublished in: Journal of neural engineering (2023)
We present a review paper summarizing the main deep-learning-based studies that relate EEG to speech while addressing methodological pitfalls and important considerations for this newly expanding field. Our study is particularly relevant given the growing application of deep learning in EEG-speech decoding.