hxl523 / EEGtoText

Simple EEG project for the 2-day Hackathon of the INM-ICS retreat at FZ Jülich

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Natural Speech Decoding - Word classification

Project during INM-ICS hackathon.

Problem

Can we predict individual words from EEG, when people are passively listening to audio.

The data

We are using the natural speech data set from: https://datadryad.org/resource/doi:10.5061/dryad.070jc This included data from 19 participants each having about data from 20 runs of about 3 mins recordings. Then there is the data of a 128Hz audio envelope and words and their respective onsets.

About

Simple EEG project for the 2-day Hackathon of the INM-ICS retreat at FZ Jülich


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Language:Jupyter Notebook 97.9%Language:Python 2.1%