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DAAMEE-experiment
DAAMEE-experiment PublicExperimental materials for collecting the Decoding Auditory Attention and Musical Emotions with Ear-EEG (DAAMEE) dataset.
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Music-Emotion-Recognition
Music-Emotion-Recognition PublicCode used for the analysis described in "Towards mobile music emotion recognition with cEEGrid", studying MER with a range of models, feature extraction, and data splitting techniques. Set up for t…
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Speech-Gender-Classifier
Speech-Gender-Classifier PublicA convolutional neural network for gender classification, which achieved an F1-score of 94.3% when tested on the RAVDESS dataset. Created as postgraduate coursework, the report is included. The rep…
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Musical-Auditory-Attention-Decoding
Musical-Auditory-Attention-Decoding PublicAuditory attention decoding (AAD) code for analysis of the DAAMEE cEEGrid/scalp EEG dataset through backwards decoding. Contains code for stimulus/EEG preprocessing, and the following tasks: multi-…
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poly52bids
poly52bids PublicFor converting .poly5 EEG data and PsychoPy behavioral data to BIDS format. Created for the Decoding Auditory Attention and Musical Emotions with Ear-EEG (DAAMEE) dataset.
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