论文链接:Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining 代码链接:GitHub - zhoubenjia/GFSLT-VLP 图1. gloss-based 和 gloss-free SLT方法的示意图 一、导言 现有的SLT方法大多会直接或间接使用gloss,相比端到端的gloss-free方法,这种gloss-based方法虽然具有更好的翻译能力,但...
Gloss-free Tunstall shinesSarah Rodman
However, the scarcity of gloss-annotated sign language data, combined with the information bottleneck in the mid-level gloss representation, has hindered the further development of the SLT task. To address this challenge, we propose a novel Gloss-Free SLT based on Visual-Language Pretraining (GFS...
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However, annotating gloss requires great cost, especially in multimodal SLT task. This paper proposes GFTLS-SLT: gloss-free Transformer based lexical and semantic awareness framework for SLT. The multimodal alignment and fusion module in GFTLS-SLT utilizes cross-attention to align multimodal features,...
GLOSS Dictionary, Encyclopedia and Thesaurus - The Free Dictionary13,830,807,252visits served TheFreeDictionary Google ? Keyboard Word / Article Starts with Ends with Text EnglishEspañolDeutschFrançaisItalianoالعربية中文简体PolskiPortuguêsNederlandsNorskΕλληνικήРусс...
gloss 1 (glôs, glŏs) n. 1. A surface shininess or luster. 2. A kind of paint that dries to a shiny finish. 3. A cosmetic that adds shine or luster, such as lip gloss. 4. A superficially or deceptively attractive appearance or good reputation: The firm lost some of its gloss...
SignCL: Improving Gloss-free Sign Language Translation by Reducing Representation Density (NeurIPS'24) Overview SignCL is a PyTorch module designed to enhance sign language translation models by encouraging the learning of more discriminative feature representations. It brings the visual representations of...
Gloss-free Sign Language Production (SLP) offers a direct translation of spoken language sentences into sign language, bypassing the need for gloss intermediaries. This paper presents the Sign language Vector Quantization Network, a novel approach to SLP that leverages Vector Quantization to derive disc...
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