Stacked EEG Spectrograms and an Attention-Augmented CNN-LSTM for Subject-Independent Emotion Recognition.
BACKGROUND EEG provides direct neural measurements with high temporal resolution for emotion recognition. However, many spectrogram-based approaches process channels independently or integrate channel information only at later stages. NEW METHOD We propose a stacked spectrogram representation that vertically concaten...