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Spatial–Temporal Recurrent Neural Network for Emotion Recognition

Spatial–Temporal Recurrent Neural Network for Emotion Recognition

In this paper, we propose a novel deep learning framework, called spatial-temporal recurrent neural network (STRNN), to integrate the feature learning from both spatial and temporal information of signal sources into a unified spatial-temporal dependency model. In STRNN, to capture those spatially co-occurrent variations of human emotions, a multidirectional recurrent …