Publications - argentinian-sign-language

Traducción automática de lengua de señas en español utilizando Deep LearningPhD thesis

Pedro Dal Bianco

PhD thesis, Facultad de Informática, Universidad Nacional de La Plata, 2026

PhD thesis (in Spanish) on translating Argentinian Sign Language into written Spanish with little data: the LSA-T corpus, a compact gloss-free pose-based Transformer, multilingual training and LLM paraphrases of the targets, and a study of what the model's attention learns.

sign-language-translation argentinian-sign-language multilingual interpretability

LSA-T: The First Continuous Argentinian Sign Language Dataset for Sign Language TranslationConference paper

Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete

IBERAMIA 2022, Ibero-American Conference on Artificial Intelligence (LNCS, Springer)

The first continuous Argentinian Sign Language (LSA) dataset: 14,880 sentence-level videos from the CN Sordos YouTube channel, with Spanish labels and keypoints for each signer, a method to infer the active signer, a visualization tool and a baseline translation model.

sign-language-translation dataset argentinian-sign-language