AINeutralarXiv – CS AI · 6h ago6/10
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Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards
Researchers have conducted a comprehensive survey of 120 sign-language datasets across 35 languages, identifying critical gaps in annotation standards, linguistic coverage, and real-world applicability. The study introduces a standardized 24-field datasheet and open-source documentation framework to improve dataset quality and advance accessibility technologies for Deaf and Hard-of-Hearing communities.