May 22, 2023 · We design the Gloss-Free End-to-end sign language translation framework (GloFE). Our method improves the performance of SLT in the gloss-free setting.
Jul 9, 2023 · In this paper, we tackle the problem of sign language translation (SLT) without gloss an- notations. Although intermediate representa-.
We design the Gloss-Free End-to-end sign language translation framework (GloFE). Our method improves the performance of SLT in the gloss-free setting.
🖐️GloFE: Gloss-Free End-to-End Sign Language Translation. Accepted at ACL 2023 main conference as Oral. GloFE: Gloss-Free End-to-End Sign Language Translation ...
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View recent discussion. Abstract: In this paper, we tackle the problem of sign language translation (SLT) without gloss annotations.
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Using the KETI sign language dataset, we develop a neural network model for translating sign videos into natural language sentences by utilizing the human ...
We propose a novel Gloss-Free SLT based on Visual-Language Pretraining (GFSLT-VLP), which improves SLT by inheriting language-oriented prior knowledge from pre ...
Sign Language Translation (SLT) is a challenging task due to its cross-domain nature, involving the translation of visual-gestural language to text.
Nov 5, 2024 · Gloss-free sign language translation (SLT) aims to develop well-performing SLT systems with no requirement for the costly gloss annotations, ...
We developed a gloss-free model to predict English text sequences for American Sign Language (ASL) videos. Our approach employs DINOv2, a Vision Transformer ...