The article introduces LSA64, a dataset of 64 signs from the Argentinian Sign Language (LSA) aimed at facilitating automatic sign language recognition. The dataset contains 3200 videos of 64 different LSA signs recorded by 10 subjects. This dataset is considered a first step towards building a comprehensive research-level dataset of Argentinian signs, tailored to sign language recognition or other machine learning tasks. The article also discusses the challenges of sign language recognition and the need for more standardized sign language datasets.

 

Publication date: 26 Oct 2023
Project Page: https://arxiv.org/abs/2310.17429
Paper: https://arxiv.org/pdf/2310.17429