  We present our winning submission to the First International Workshop on
Bodily Expressed Emotion Understanding (BEEU) challenge. Based on recent
literature on the effect of context/environment on emotion, as well as visual
representations with semantic meaning using word embeddings, we extend the
framework of Temporal Segment Network to accommodate these. Our method is
verified on the validation set of the Body Language Dataset (BoLD) and achieves
0.26235 Emotion Recognition Score on the test set, surpassing the previous best
result of 0.2530.
