Maximus Shengelia
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View article: FSboard: Over 3 million characters of ASL fingerspelling collected via smartphones
FSboard: Over 3 million characters of ASL fingerspelling collected via smartphones Open
Progress in machine understanding of sign languages has been slow and hampered by limited data. In this paper, we present FSboard, an American Sign Language fingerspelling dataset situated in a mobile text entry use case, collected from 14…
View article: Reconsidering Sentence-Level Sign Language Translation
Reconsidering Sentence-Level Sign Language Translation Open
Historically, sign language machine translation has been posed as a sentence-level task: datasets consisting of continuous narratives are chopped up and presented to the model as isolated clips. In this work, we explore the limitations of …