音频质量对音乐视频受欢迎程度的影响:以YouTube为例

WISMM '14 Pub Date : 2014-11-07 DOI:10.1145/2661714.2661725
Michael Schoeffler, J. Herre
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引用次数: 4

摘要

像YouTube这样的视频分享网站包含许多音乐视频。在这些网站上,这些音乐视频的音质有差有好,因为内容是由用户上传的。之前的一项研究结果表明,音乐视频在用户中普遍很受欢迎。本文探讨了音乐视频的音质是否对用户评分有影响的问题。描述了一种用于视频分享网站音频质量测量的通用系统。该系统已经实施并部署用于评估YouTube上音频质量和视频评级之间的关系。对结果的分析表明,与普遍预期相反,音乐视频的音频质量对YouTube用户的欣赏影响小得令人惊讶。
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The Influence of Audio Quality on the Popularity of Music Videos: A YouTube Case Study
Video-sharing websites like YouTube contain many music videos. On such websites, the audio quality of these music videos can differ from poor to very good since the content is uploaded by users. The results of a previous study indicated that music videos are very popular in general among the users. This paper addresses the question whether the audio quality of music videos has an influence on user ratings. A generic system for measuring the audio quality on video-sharing websites is described. The system has been implemented and was deployed for evaluating the relationship between audio quality and video ratings on YouTube. The analysis of the results indicate that, contrary to popular expectation, the audio quality of music videos has surprisingly little influence on its appreciation by the YouTube user.
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