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Content Based Graph Visualization of Audio Data for Music Library Navigation

机译:用于音乐库导航的音频数据基于内容的图形可视化

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As a user's digital music collection grows, it can become difficult to navigate. Music library programs aid in this task by organizing music according to tags such as artist or title. However these generally utilize a text based interface, and they do not take into account the content of the music itself. As such, they do not handle untagged or mistagged music well. Automated metrics exist, but are not as widely used since they have the potential to be unreliable. This paper presents a graph-based visual interface for exploring a library of music based on analysis of the content of the music rather than tag information, which allows the user to navigate a music library thematically.
机译:随着用户数字音乐收藏的增长,导航变得困难。音乐库程序通过根据艺术家或标题之类的标签组织音乐来帮助完成此任务。然而,这些通常利用基于文本的界面,并且它们没有考虑音乐本身的内容。因此,它们不能很好地处理未标记或错误标记的音乐。存在自动度量标准,但是由于它们可能不可靠,因此没有得到广泛使用。本文提出了一种基于图的可视界面,用于基于对音乐内容而非标签信息的分析来探索音乐库,从而允许用户以主题方式浏览音乐库。

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