Voice-based information retrieval — how far are we from the text-based information retrieval ?

Lin-Shan Lee, Yi-Cheng Pan
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引用次数: 19

Abstract

Although network content access is primarily text-based today, almost all roles of text can be accomplished by voice. Voice-based information retrieval refers to the situation that the user query and/or the content to be retried are in form of voice. This paper tries to compare the voice-based information retrieval with the currently very successful text-based information retrieval, and identifies two major issues in which voice-based information retrieval is far behind: retrieval accuracy and user-system interaction. These two issues are reviewed, analyzed and discussed in detail. It is found that very good approaches have been proposed and very good improvements have been achieved, although there is still a very long way to go. A few successful prototype systems, among many others are presented at the end.
基于语音的信息检索——我们离基于文本的信息检索还有多远?
虽然今天的网络内容访问主要是基于文本的,但几乎所有文本的角色都可以通过语音来完成。基于语音的信息检索是指用户查询和/或要重试的内容以语音形式呈现的情况。本文试图将基于语音的信息检索与目前非常成功的基于文本的信息检索进行比较,指出基于语音的信息检索在检索精度和用户-系统交互两个主要问题上远远落后。对这两个问题进行了详细的回顾、分析和讨论。我们发现,虽然还有很长的路要走,但已经提出了很好的方法,并取得了很好的改进。最后介绍了几个成功的原型系统,以及其他许多系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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