/frankenstein

Model predicts attempted speech from brain activity

Primary LanguageJupyter Notebook

frankenstein

Task: you have to predict text from brain activity.

Data: there were recorded 12100 sentences on one patient, who can no longer speak intelligibly due amyotrophic lateral sclerosis. (input): Utah array with 256 electrodes. (output): text sentences.

Deadline: June 2, 2024

Details: perhaps competition at ICML 24

Link: https://eval.ai/web/challenges/challenge-page/2099/overview

Architecture

North Star:

VQVAE -> MAE -> Perciever (projector) -> LLAMA 3.