The aim of this project is to build a sign translation glove that can convert American Sign Language (ASL) to text and auditory signal. We aim to build an inexpensive and portable alternative to currently available products. We have implemented this product using flex sensors and MPU sensors, which can help detect the various gestures involved in communication. We have also used machine learning for accurate translation to English language. Our primary target audience is the speech and hearing impaired populace, who will find this product beneficial in everyday life.