SignNet: Single Channel Sign Generation using Metric Embedded Learning

no code implementations • 6 Dec 2022 • Tejaswini Ananthanarayana, Lipisha Chaudhary, Ifeoma Nwogu

In the task of gloss to pose, SignNet performed as well as its state-of-the-art (SoTA) counterparts and outperformed them in the task of text to pose, by showing noteworthy enhancements in BLEU 1 - BLEU 4 scores (BLEU 1: 31->39; ~26% improvement and BLEU 4: 10. 43->11. 84; ~14\% improvement) when tested on the popular RWTH PHOENIX-Weather-2014T benchmark dataset

Sign Language Translation Translation