PARTH PATHAK

Synthetic Smartwatch IMU Data Generation from In-the-wild ASL Videos

"The scarcity of training data available for IMUs in wearables poses a serious challenge for IMU-based American Sign Language (ASL) recognition. In this paper, we ask the following question: can we ""translate"" the large number of publicly available, in-the-wild ASL videos to their corresponding IMU data? We answer t…