Content Aware Music Analysis with Multi-Dimensional Similarity Measure

被引:1
|
作者
Wohlfahrt-Laymann, Jan [1 ]
Heimburger, Anneli [2 ]
机构
[1] Univ Twente, Enschede, Netherlands
[2] Univ Jyvaskyla, Jyvaskyla, Finland
关键词
Music Analysis; Music Information Retrieval; Multimedia Database; Automatic Playlist Generation; Context-Aware Recommendation System; VALENCE; AROUSAL;
D O I
10.3233/978-1-61499-720-7-303
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Music players and cloud solution for music recommendation and automatic playlist creation are becoming increasingly more popular, as they intent to overcome the issue of the difficulty for users to find fitting music, based on context, mood and impression. Much research on the topic has been conducted, which has recommended different approaches to overcome this problem. This paper suggests a system which uses a multi-dimensional vector space, based on the music's key elements, as well as the mood expressed through them and the song lyrics, which allows for difference and similarity finding to automatically generate a contextually meaningful playlist.
引用
收藏
页码:303 / 313
页数:11
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