Self-Organizing Maps
Content-based organization and visualization of music archives
Proceedings of the tenth ACM international conference on Multimedia
Automatically Analyzing and Organizing Music Archives
ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Ambient music experience in real and virtual worlds using audio similarity
SAME '08 Proceedings of the 1st ACM international workshop on Semantic ambient media experiences
Creating ambient music spaces in real and virtual worlds
Multimedia Tools and Applications
Matching information content with music
Proceedings of the third ACM conference on Recommender systems
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Apart from genre- and artist-based organization, emotions are one of the most frequently used characteristics to describe and thus potentially organize music. Emotional descriptors may serve as additional labels to access and interact with music libraries. This paper reports on a user study evaluating a range of emotional descriptors from the PANAS-X schedule for their usefulness to describe pieces of music. It further investigates their potential as labels for SOM-based maps for music collections, analyzing the differences for labels agreed upon by a larger group of people versus strictly personalized labellings of maps due to different interpretations by individual users.