Silent EEG-Speech Recognition Using Convolutional and Recurrent Neural Network with 85% Accuracy of 9 Words Classification.
Darya VorontsovaIvan MenshikovAleksandr ZubovKirill OrlovPeter RikunovEkaterina ZverevaLev FlitmanAnton LanikinAnna SokolovaSergey MarkovAlexandra BernadottePublished in: Sensors (2021)
Keyphrases
- recurrent neural networks
- classification accuracy
- eeg signals
- pattern recognition
- accuracy rate
- image classification
- spectral features
- neural network
- sleep stage
- complex valued
- recurrent networks
- motor imagery
- support vector
- decision trees
- machine learning
- feed forward
- text recognition
- roc curve
- support vector machine svm
- feature vectors
- feature space
- speech recognition
- emotional state
- model selection
- text classification
- signal processing
- support vector machine
- speech corpus
- grapheme to phoneme conversion
- long short term memory