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How to convert MAHNOB-HCI to DEAP?

Open Le0v1n opened this issue 10 months ago • 0 comments

Hello, I am a beginner in emotion recognition and I have previously worked with the DEAP dataset, which primarily consists of EEG signals. Since there is a wealth of information available on DEAP, I extracted the data and obtained a shape of [Number of subjects, Trials, Channels, Time x Sampling points] = [32, 40, 32, 63x128] = [32, 40, 32, 8064]. I then created my own model to classify this data.

Now, I would like to use the MAHNOB-HCI dataset, but there is a lack of information available on it. How should I go about reading its EEG data? I want to transform it into a shape of [Number of subjects, Trials, Channels, Time x Sampling points] as well, to facilitate classification with my model.

Thank you very much for your response!

Le0v1n avatar Apr 11 '24 05:04 Le0v1n