MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities

arXiv:2403.17516v1 Announce Type: new
Abstract: Decoding continuous language from brain activity is a formidable yet promising field of research. It is particularly significant for aiding people with speech disabilities to communicate through brain signals. This field addresses the complex task of mapping brain signals to text. The previous best attempt reverse-engineered this process in an indirect way: it began by learning to encode brain activity from text and then guided text generation by aligning with predicted brain responses. In contrast, …

abstract arxiv brain brain activity brain signals continuous cs.ai cs.cl decoding disabilities language mapping people research simple speech text through type