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English(EN) ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation

新的ReSCUE框架支持对无分段手语进行实时翻译

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了ReSCUE，一个专为无分段长格式视频同步手语翻译设计的新型框架。该系统解决了当前依赖预分段输入的方法的局限性，使其不适用于现实世界的流媒体应用。ReSCUE集成了推理感知训练、用于低延迟预测的稳定再翻译以及用于在线分段和内存管理的句子承诺机制。实验表明，与现有系统相比，ReSCUE在翻译质量和延迟方面均表现更优，在实时运行的同时接近离线系统的性能。 AI

影响 该框架可以显著提高聋哑及听障人士的实时沟通可及性。

排序理由 这是一篇详细介绍手语翻译新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CL 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新的ReSCUE框架支持对无分段手语进行实时翻译

本文如何被排名

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6 / 100
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Tool
这是一篇详细介绍手语翻译新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
paper, other
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Story freshness
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完整方法见我们的编辑标准。

报道来源 [1]

  1. arXiv cs.CL TIER_1 English(EN) · Sihan Ren, Gaozheng Li, Yuanshang Quan, Yiming Qin, Fuyi Yang, Chang Liu, Lan Xu, Minye Wu ·

    ReSCUE：用于非分段长篇同步手语翻译的句子承诺再翻译

    arXiv:2610.03022v1 Announce Type: cross Abstract: Simultaneous Sign Language Translation (SLT) is critical for real-time communication, yet existing methods remain largely confined to sentence-level, offline settings that assume pre-segmented inputs. These assumptions hinder depl…

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