Investigation on Effect of Speech Imagery EEG Data Augmentation with Actual Speech

Speech imagery based brain-computer interfaces (BCI) have been researched as a potentially powerful method to provide communication and control without explicit bodily movements. Compared to other BCI systems, speech imagery based BCIs can employ mental tasks directly related to control tasks, making them more intuitive for use in daily-life. However, training data is difficult to collect in suffi...