 Though wearable gloves are widely used for gesture-associated applications, sign language recognition, sentence identification of sign language remains a challenge. Here, the authors report AI-enabled recognition system helps barrier-free communication between signers and non-signers. This article was authored by Feng Wen, Sichuan Zhong, Zhenyi He and others.