The computer music tutorial
VIS '97 Proceedings of the 8th conference on Visualization '97
Visualizing music and audio using self-similarity
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
A practical query-by-humming system for a large music database
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Performance visualization: a new challenge to music through visualization
Proceedings of the tenth ACM international conference on Multimedia
SmartMusicKIOSK: music listening station with chorus-search function
Proceedings of the 16th annual ACM symposium on User interface software and technology
Music visualization: predicting the perceived speed of a composition -- misual project --
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Extraction and visualization of the repetitive structure of music in acoustic data: misual project
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
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This paper describes a music visualization method called Misual. The goal of this research to provide objective and static information regarding musical impressions that will enable people to efficiently categorize a huge number of music pieces and select favorites from them. Features are directly extracted from music and then visualized in an image that suits human intuition. As a first step in this research, volume transitions and repetitions are focued on as the visualized objects. For the volume transition, power information is extracted and then smoothed by a moving average. This information is continuously visualized with 3D-like images, in which radii of circles reflect the volume information. Repetitions are visualized with color. These are detected on the basis of the frame-to-frame similarity measured by the Mel-frequency cepstrum. These two kinds of information were visualized for three pieces of real music. The visualizations will be useful for roughly grasping the musical features in a very short time and imagining the music intuitively.