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The Fraunhofer IAIS Audio Mining System: Current State and Future Directions

机译:Fraunhofer IAIS音频挖掘系统:现状和未来方向

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Archivists, journalists and content hosters often face the problem of dealing with vast amounts of audio-visual data. These media files are usually accompanied by only few metadata such as title and topic, and search algorithms can often only search on this metadata. Consequently, metadata information has to be annotated manually, or the content cannot be found in the archive later. The Fraunhofer IAIS Audio Mining System alleviates this issue by providing state-of-the-art multimedia analytics to facilitate full text as well as keyword search based on the spoken words. It thus opens up archive content which does not contain manual annotations. In this paper, we give a detailed description of the current state of the system as well as the analysis algorithms and the user interface. We also provide an outlook about future directions of development, which is currently in productive use in the public media industry.
机译:档案工作者,新闻工作者和内容托管者经常面临处理大量视听数据的问题。这些媒体文件通常仅伴随很少的元数据(例如标题和主题),并且搜索算法通常只能在此元数据上进行搜索。因此,必须手动注释元数据信息,否则以后将无法在存档中找到其内容。 Fraunhofer IAIS音频挖掘系统通过提供最新的多媒体分析功能来缓解此问题,以促进全文以及基于口头单词的关键字搜索。因此,它将打开不包含手动注释的存档内容。在本文中,我们将详细介绍系统的当前状态以及分析算法和用户界面。我们还提供了对未来发展方向的展望,当前在公共媒体行业中正在大量使用这种发展方向。

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