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Extraction of High-Level Musical Structure From Audio Data and Its Application to Thumbnail Generation

, , and . Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on, 5, page V-V. (2006)
DOI: 10.1109/ICASSP.2006.1661200

Abstract

A method for segmenting musical audio with a hierarchical timbre model is introduced. New evidence is presented to show that music segmentation can be recast as clustering of timbre features, and a new clustering algorithm is described. A prototype thumbnail-generating application is described and evaluated. Experimental results are given, including comparison of machine and human segmentations

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