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Towards automated Australian Sign Language translation

Towards automated Australian Sign Language translation
迈向自动化澳大利亚手语翻译
批准号:
DE230100049
负责人:
Dr Kalin Stefanov
金额:
$32.35万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Early Career Researcher Award
财政年份:
2023
资助国家:
澳大利亚
项目状态:
未结题
起止时间:
2023-01-01 至 2025-12-31

项目摘要

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中文摘要
翻译
该项目旨在解决澳大利亚局域网的计算模型问题。该项目希望通过创建最大的Auslan数据集来产生知识,从而能够在这一研究领域取得进一步进展。该数据集还将在其他研究领域发挥重要作用,例如手语语言学。预期的成果包括发明第一个能够辨别和合成1000多个手势的Auslan识别器和生成器,代表着朝着全自动Auslan翻译的方向迈进了一大步。这将为澳大利亚聋人社区带来重大好处,例如用于教育和交流的高质量数字系统,从而提高澳大利亚社会的生活质量和包容性。
英文摘要
This project aims to address the computational modelling of Auslan. The project expects to generate knowledge by creating the largest Auslan dataset, enabling further advancements in this research area. The dataset will also play an essential role in other research fields, e.g., sign linguistics. Expected outcomes include the invention of the first Auslan recogniser and generator capable of distinguishing and synthesising 1000+ signs, representing a substantial advancement towards fully automated Auslan translation. This should provide significant benefits for the Australian Deaf community, such as high-quality digital systems for education and communication, resulting in increased quality of life and inclusion in the Australian society.
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