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Found 5 papers, 0 papers with code
Sign Language Production With Avatar Layering: A Critical Use Case over Rare Words
To address these problems, we introduce an avatar-based SLP system composed of a sign language translation (SLT) model and an avatar animation generation module.
An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs
With this in mind, we introduce Spatial and Motion-based Sign Language Translation (SpaMo), a novel LLM-based SLT framework.
Gloss-free Sign Language Translation
Sign Language Translation
+2
Universal Gloss-level Representation for Gloss-free Sign Language Translation and Production
Gloss-free methods have emerged to address these limitations, but they often depend on external sign language data or dictionaries, failing to completely eliminate the need for gloss annotations.
Gloss-free Sign Language Translation
Self-Supervised Learning
+4
Autoregressive Sign Language Production: A Gloss-Free Approach with Discrete Representations
Gloss-free Sign Language Production (SLP) offers a direct translation of spoken language sentences into sign language, bypassing the need for gloss intermediaries.
Non-Autoregressive Sign Language Production via Knowledge Distillation
We propose a novel NAR-SLP model via Knowledge Distillation (KD) to address these problems.
