SignRR: Retrieve and Refine Real Motion for Sign Language Production

Sign language production (SLP) aims to generate continuous signing motion from spoken language, often through gloss-to-pose generation.

Sign language production (SLP) aims to generate continuous signing motion from spoken language, often through gloss-to-pose generation. Prior work mainly follows two paradigms. Generative models synthesize motion from a learned prior or from noise, without reference to an…