In addition, given that the local interactions, which do not contain equally valuable information, are used as input into ABS-LSTM across time steps, it is understandable that the produced states do not contribute equally to recognizing emotion.
we incorporate two levels of attention mechanism into ABS-LSTM, i.e., Regional Interdependence Attention and Global Interaction Attention.