A list of excellent works on various stages of Sign Language Regression and Translation (SLR/SLT) (automatic translation from sign language to gloss or spoken sentences). It contains an extensive literature review on the field of deep learning-based G2T, S2T, S2G2T, and all related publications.
I am gathering these papers as literature for my PhD, and thought others may be interested. If you have any updates, please feel free to contribute or email me at [email protected].
- Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing [EMNLP-ccfb][Paper][Code]
- Towards Privacy-Aware Sign Language Translation at Scale [Paper]
- A 3D wrist motion-based sign language video summarization technique [PatternRecognitionLetter-ccfc][Paper]