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  • Towards Online Continuous Sign Language Recognition and Translation
    During inference, these CTC-based models generally require the entire sign video as input to make predictions, a process known as offline recognition, which suffers from high latency and substantial memory usage In this work, we take the first step towards online CSLR
  • Towards Online Continuous Sign Language Recognition and Translation
    Our approach consists of three phases: 1) developing a sign dictionary; 2) training an isolated sign language recognition model on the dictionary; and 3) employing a sliding window approach on the input sign sequence, feeding each sign clip to the optimized model for online recognition
  • Continuous Sign Language Recognition and Translation Using Deep . . .
    This paper introduces a novel approach for sign language gesture recognition which leverages the fusion of spatial and skeletal features The proposed system us
  • Towards Online Continuous Sign Language Recognition and Translation
    This work presents a statistical recognition approach performing large vocabulary continuous sign language recognition across different signers, and is the first time system design on a large data set with true focus on real-life applicability is thoroughly presented
  • GitHub - FangyunWei SLRT
    This repo contains the official implementations of the following papers on sign language processing: [EMNLP 2024] Towards Online Continuous Sign Language Recognition and Translation [Paper] [Code]
  • 【论文笔记】Towards Online Continuous Sign Language Recognition and Translation
    在本工作中,我们迈出了在线CSLR的第一步。 开发手语字典;在字典上训练孤立手语识别模型;对输入手语序列采用滑动窗口方法,将每个手势片段输入到优化后的模型进行在线识别。 _towards online continuous sign language recognition and translation
  • 【论文笔记】Towards Online Continuous Sign Language Recognition and Translation
    基本信息 标题: Towards Online Continuous Sign Language Recognition and Translation 作者: Ronglai Zuo, Fangyun Wei, Brian Mak 发表: EMNLP 2024 arXiv: https: arxiv org abs 2401 05336 摘要 研究连续手语识别(CSLR)对于弥合聋人和听力正常人士之间的沟通差距至关重要。
  • [论文审查] Towards Online Continuous Sign Language Recognition and Translation
    这篇论文题为“Towards Online Continuous Sign Language Recognition and Translation”,旨在解决连续手语识别 (Continuous Sign Language Recognition, CSLR) 领域中存在的实际问题,即当前 CSLR 模型通常需要完整的手语视频作为输入才能进行预测,这导致高延迟和大量内存消耗。
  • Towards Online Continuous Sign Language Recognition and Translation
    Towards Online Continuous Sign Language Recognition and Translation In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024 pages 11050-11067, Association for Computational Linguistics, 2024 [doi]





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