A Study on pose-based deep learning models for gloss-free Sign Language TranslationJournal article

Pedro Dal Bianco, Gastón Ríos, Waldo Hasperué, Oscar Stanchi, Facundo Quiroga, Franco Ronchetti

Journal of Computer Science and Technology (JCS&T) 24(2), e09, 2024

A gloss-free, pose-based Transformer for sign language translation. Using pose keypoints instead of video greatly reduces the size of the data and of the model. Trained and evaluated on RWTH-Phoenix-2014T and the Greek Sign Language dataset (GSL).