How2Sign is a large-scale multimodal dataset for continuous American Sign Language. The dataset contains more than 80 hours of sign language videos, along with corresponding multimodal information (such as speech, English translation, and depth). Panoptic Studios further recorded a three-hour subset, enabling detailed 3D pose estimation.