For feature pre-extraction, our setting on CMU-MOSI and IEMOCAP datasets are identical to that in (Poria et al., 2017b) 1 .
despite the effectiveness this type of methods have achieved, they give little consideration to acknowledging the variations across different portions of a feature vector which may contain disparate aspects of information and thus fail to render the fusion procedure more specialized.