关于古典音乐的多媒体资料数据集:PHENICX-SMM

M. Schedl, D. Hauger, M. Tkalcic, M. Melenhorst, Cynthia C. S. Liem
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引用次数: 3

摘要

我们提供了一个免费的多媒体材料数据集,可以用来建立丰富的音乐浏览和检索系统。这是EU-FP7资助的“作为高度丰富和互动的音乐会体验的表演”(PHENICX)项目的成果之一,该项目旨在增强听众在欣赏古典音乐时的体验。提出的PHENICX-SMM数据集包括总计超过50,000多媒体项目(文本,图像,音频)关于作曲家,表演者,作品和乐器。除了展示数据集之外,我们还详细介绍了一个可能的用例,即建立一个个性化的音乐信息系统,该系统根据用户的个性特征和音乐经验建议某些类型和数量的多媒体材料。我们通过用户研究来评估系统,并表明人们通常更喜欢个性化的结果而不是非个性化的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dataset of multimedia material about classical music: PHENICX-SMM
We present a freely available dataset of multimedia material that can be used to build enriched browsing and retrieval systems for music. It is one result of the EU-FP7 funded project “Performances as Highly Enriched aNd Interactive Concert experiences” (PHENICX) that aims at enhancing the listener experience when enjoying classical music. The presented PHENICX-SMM dataset includes in total more than 50,000 multimedia items (text, image, audio) about composers, performers, pieces, and instruments. In addition to presenting the dataset, we detail one possible use case, that of building a personalized music information system that suggests certain types and quantities of multimedia material, based on personality traits and musical experience of its users. We evaluate the system via a user study and show that people generally prefer the personalized results over non-personalized.
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