Machine translation from signed to spoken languages: State of the art and challenges
Automatic translation from signed to spoken languages is an interdisciplinary research
domain on the intersection of computer vision, machine translation (MT), and linguistics …
domain on the intersection of computer vision, machine translation (MT), and linguistics …
Youtube-asl: A large-scale, open-domain american sign language-english parallel corpus
Abstract Machine learning for sign languages is bottlenecked by data. In this paper, we
present YouTube-ASL, a large-scale, open-domain corpus of American Sign Language …
present YouTube-ASL, a large-scale, open-domain corpus of American Sign Language …
Sign language translation from instructional videos
The advances in automatic sign language translation (SLT) to spoken languages have been
mostly benchmarked with datasets of limited size and restricted domains. Our work …
mostly benchmarked with datasets of limited size and restricted domains. Our work …
Is context all you need? scaling neural sign language translation to large domains of discourse
Abstract Sign Language Translation (SLT) is a challenging task that aims to generate
spoken language sentences from sign language videos, both of which have different …
spoken language sentences from sign language videos, both of which have different …
Considerations for meaningful sign language machine translation based on glosses
M Müller, Z Jiang, A Moryossef, A Rios… - ar** machine learning and data-
driven approaches for automated language processing. Though text/audio-based language …
driven approaches for automated language processing. Though text/audio-based language …
Fleurs-asl: Including american sign language in massively multilingual multitask evaluation
G Tanzer - arxiv preprint arxiv:2408.13585, 2024 - arxiv.org
Sign language translation has historically been peripheral to mainstream machine
translation research. In order to help converge the fields, we introduce FLEURS-ASL, an …
translation research. In order to help converge the fields, we introduce FLEURS-ASL, an …