外语音频信息管理系统

Marc Shichman, M. Gaffney, E. Fake, L. Sokol
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引用次数: 0

摘要

Veridian创建了一个外语音频信息管理系统的原型,该系统集成了语音识别技术、机器翻译和普通话高级信息检索和提取。该系统使用语音识别和机器翻译技术组件自动处理音频记录以创建派生信息的数据仓库。然后可以使用信息检索技术组件进一步利用数据仓库。原型系统提供以下功能:自动将外文音频文件转换为电子文本;外语文本到英语文本的转换将转录和翻译的文本与分析师感兴趣的主题进行匹配;通过说话者显示转录文本。这些结论表明,虽然自动语音处理技术对于大众市场来说还远远不够完美,但它已经足够先进,可以帮助处理音频和视频数据的过载。
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Foreign language audio information management system
Veridian created a prototype of a foreign language audio information management system that integrates speech recognition technology, machine translation and advanced information retrieval and extraction for Mandarin Chinese. The system automatically processes audio recordings to create a data warehouse of derived information using speech recognition and machine translation technology components. The data warehouse can then be further exploited using information retrieval technology components. The prototype system provides the following capabilities: Automatically transforming foreign audio files into electronic text; Transforming foreign text into English text; Matching transcribed and translated text and the topics of interest to the analyst; Displaying transcribed text by speaker. The conclusions imply that while automatic speech processing technology is far from perfect for mass market distribution, it is sufficiently advanced to help with the overload of audio and video data.
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