AUDEEG challenge for ICASSP 2024
Prawesh Dahal (November 2023)
To establish relationship between EEG and auditory stimulus.
Goal: build the best model to relate speech to EEG. Dataset: Auditory EEG dataset from 105 subjects who listened to ~108 minutes of single-speaker stimuli for a total of around 200 hours of data. Tasks: We define two tasks:
(1) Match-mismatch: given 5 segments of speech and a segment of EEG, which segment of speech matches the EEG?
(2) Regression: reconstruct the mel spectorgram from the EEG! . We provide the dataset, code for preprocessing the EEG and for creating commonly used stimulus representations, and two baseline methods.