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LSC50:哥伦比亚手语视频和惯性测量数据集

Andrés Felipe Flórez-Sierra¹, Brayan David Solórzano², Fredy Segura-Quijano¹

¹Department of Electrical and Electronics Engineering, Universidad de los Andes, Bogotá, Colombia.

Scientific data

|December 18, 2024

概括

本研究引入了新的哥伦比亚手语 (LSC) 录音数据集,以支持技术开发. 该资源旨在通过弥合沟通差距来改善聋人社区的社会包容性.

科学领域:

语言学的语言学.
计算机科学计算机科学
人与计算机的交互

背景情况:

哥伦比亚有超过50万人患有残疾性听力损失,占总人口的1%.
缺乏400名专业的哥伦比亚手语口译员加剧了沟通障碍.
由于LSC资源有限,哥伦比亚的聋人社区在社会包容和公平方面面临重大挑战.

研究的目的:

介绍哥伦比亚手语 (LSC) 录音的新型多式联络数据集.
为聋人社区促进社会包容和公平的技术的发展.
解决对先进的LSC理解和沟通工具的关键需求.

主要方法:

收集了本地和非本地LSC签名者的多式联络录音.
捕获的视频数据和来自惯性测量单元的数据.
处理记录以包括检测到的身体地标和上半身的逆动力学 (手臂和手腕运动).

主要成果:

数据集包括全面的LSC词汇记录与同步的视频和运动数据.
包括详细的动力学信息,如曲,延伸和手臂和手腕的旋转.
代表了哥伦比亚手语类型的第一个数据集.

结论:

这一数据集是促进LSC研究和技术的基础资源.
它对于开发工具来降低哥伦比亚聋人社区的沟通障碍至关重要.
这些数据将有助于更好地理解和处理LSC,促进更大的公平.

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