Hybrid Multimodal Fusion for Humor Detection. (arXiv:2209.11949v1 [cs.LG])

In this paper, we present our solution to the MuSe-Humor sub-challenge of the
Multimodal Emotional Challenge (MuSe) 2022. The goal of the MuSe-Humor
sub-challenge is to detect humor and calculate AUC from audiovisual recordings
of German football Bundesliga press conferences. It is annotated for humor
displayed by the coaches. For this sub-challenge, we first build a discriminant
model using the transformer module and BiLSTM module, and then propose a hybrid
fusion strategy to use the prediction results of each modality …

arxiv detection fusion humor hybrid multimodal