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Approaches for the Detection of the Keywords in Spoken Documents Application for the Field of E-Libraries

机译:电子图书馆领域口语文件关键词检测方法

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Automatic indexing of multimedia documents across several different application tasks, including searching for words spoken, the detection of keywords and audio information retrieval. Thus, despite the changes made in the field of indexing speech, much remains to be done particularly for the key word search in spontaneous speech. Although the research areas of spoken words and audio retrieval has been well addressed, but still significant limitations to achieve, especially in terms of resource available today on the web. The goal of this paper is to propose an approach for document management based multimedia indexing techniques to detect speech and keywords. We present in this article the various methods of indexing with the techniques of detection of key words. These methods derive three principal approaches from vocal indexing: the detection of key word, the detection of key words on phonetic flow (PSPL, CN,...) and the indexing containing the recognition with great vocabulary (LVR). We present, thereafter the step suggested for an approach based on the combinations of two techniques (PSPL, S-PSPL and CN, like on technique LVR. A validation of this approach of indexing and information retrieval is in the course of validation for the field of the E-libraries.
机译:跨多个不同应用程序任务的多媒体文档自动索引,包括搜索口语,关键词检测和音频信息检索。因此,尽管索引语音领域发生了变化,但是特别是对于自发语音中的关键词搜索,仍有许多工作要做。尽管口语和音频检索的研究领域已得到很好的解决,但仍然存在很大的局限性,尤其是在当今网络上可用的资源方面。本文的目的是提出一种基于文档管理的多媒体索引技术来检测语音和关键字的方法。我们在本文中介绍了各种利用关键词检测技术建立索引的方法。这些方法从语音索引中衍生出三种主要方法:关键词检测,语音流中关键词检测(PSPL,CN,...)和包含大词汇量识别(LVR)的索引。我们提出,此后,建议采用基于两种技术(PSPL,S-PSPL和CN,如LVR的技术)相结合的方法的步骤。对该索引和信息检索方法的验证正在针对该领域进行验证电子图书馆。

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