Sound reconstruction from human brain activity via a generative model with brain-like auditory features.
Jong-Yun ParkMitsuaki TsukamotoMisato TanakaYukiyasu KamitaniPublished in: CoRR (2023)
Keyphrases
- generative model
- brain activity
- cognitive states
- brain computer interface
- human subjects
- eeg signals
- prior knowledge
- discriminative models
- probabilistic model
- brain mapping
- learned models
- event related
- feature vectors
- functional magnetic resonance imaging
- low level
- classification accuracy
- extracted features
- pattern recognition
- bayesian networks
- human brain
- feature space
- em algorithm
- signal processing
- semi supervised
- brain regions
- activation detection
- data mining
- information processing
- image features
- active learning
- training data
- feature extraction
- computer vision