Before revision:  However, most works  are typically unimodal and there has been limited work that studies the interaction between audio and visual modalities for self-supervised learning .
After revision:  However, most works are typically unimodal and there has been limited work that studies the interaction between audio and visual modalities for cross-modal self-supervision .