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An OpenWeb Platform for Rule-Based Speech-to-Sign Translation

机译:一个基于规则的语音到手势翻译的OpenWeb平台

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摘要

We present an open web platform for developing, compiling, and running rulebased speech to sign language translation applications. Speech recognition is performed using the Nuance Recognizer 10.2 toolkit, and signed output, including both manual and non-manual components, is rendered using the JASigning avatar system. The platform is designed to make the component technologies readily accessible to sign language experts who are not necessarily computer scientists. Translation grammars are written in a version of Synchronous Context-Free Grammar adapted to the peculiarities of sign language. All processing is carried out on a remote server, with content uploaded and accessed through a web interface. Initial experiences show that simple translation grammars can be implemented on a time-scale of a few hours to a few days and produce signed output readily comprehensible to Deaf informants. Overall, the platform drastically lowers the barrier to entry for researchers interested in building applications that generate high-quality signed language.
机译:我们提供了一个开放的Web平台,用于开发,编译和运行基于规则的语音以签署手语翻译应用程序。使用Nuance Recognizer 10.2工具包执行语音识别,并使用JASigning头像系统呈现包括手动和非手动组件在内的签名输出。该平台旨在使组件技术易于为不一定是计算机科学家的手语专家所访问。翻译语法以适合手语特性的“同步上下文无关语法”版本编写。所有处理都在远程服务器上进行,内容通过Web界面上载和访问。最初的经验表明,简单的翻译语法可以在几小时到几天的时间范围内实施,并且可以产生聋人的易于理解的签名输出。总体而言,该平台大大降低了对有兴趣构建可生成高质量手语的应用程序的研究人员的进入门槛。

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