Siddharth Shah

SignRing: Continuous American Sign Language Recognition Using IMU Rings and Virtual IMU Data

"Sign language is a natural language widely used by Deaf and hard of hearing (DHH) individuals. Advanced wearables are developed to recognize sign language automatically. However, they are limited by the lack of labeled data, which leads to a small vocabulary and unsatisfactory performance even though laborious effort…