There are no reviews yet. Be the first to send feedback to the community and the maintainers!
CNNs-Speech-Music-Discrimination
A deep learning framework for Speech-Music discrimination of continuous audio streamsCNNs-Audio-Emotion-Recognition
CogBeacon-MultiModal_Dataset_for_Cognitive_Fatigue
CogBeacon is a multi-modal dataset designed to target the effects of cognitive fatigue in human performance. The dataset consists of 76 sessions collected from 19 male and female users performing different versions of the Wisconsin Card Sorting Test (WCST); a popular cognitive test in experimental and clinical psychology designed to assess cognitive flexibility, reasoning and specific aspects of cognitive functioning. During each session we record and fully annotate, user's EEG functionality, facial keypoints, real-time self-reports on cognitive fatigue, as well as detailed information of the performance metrics achieved during the cognitive task (success rate, response time, number of errors etc.). Along with the dataset we provide a baseline Machine Learning analysis towards predicting cognitive fatigue and our multi-modal implementation of the WCST, to allow other researches expand or modify the functionalities of the CogBeacon data-collection framework. To our knowledge, this is the first multi-modal dataset specifically designed to assess cognitive fatigue.MLEmg_Monitoring_Physical_Fatigue
EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue MonitoringSequence-Learning-Cognive-Task-EEG-Performance-Prediction
A machine learning approach to process EEG signals from the sequence task provided by https://github.com/TsiakasK/sequence-learning.gitMotion-Tracker
A motion tracking tool of multiple objects (up to 7) implemented in matlabMUSE-EEG-DeepLearning
CogBeacon-WCST_interface
sklearn_wrapper
A wrapper to simplify the ussage of sklearn for massive experimentation with different modeling methodsEEG-Dataset--Sequence-Learning
EEG Dataset for the paper: Towards Predicting Task Performance from EEG SignalsVideoAnnotator
A simple and easy to modify video annotation tool in Matlabwisconsin
VideoHandlerClass
A module to handle videosLove Open Source and this site? Check out how you can help us