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    Automatic Music Summarization via Similarity Analysis
    with Jonathan Foote
    Analysis 81-85. 2002.
    We present methods for automatically producing summary excerpts or thumbnails of music. To find the most representative excerpt, we maximize the average segment similarity to the entire work. After windowbased audio parameterization, a quantitative similarity measure is calculated between every pair of windows, and the results are embedded in a 2D similarity matrix. Summing the similarity matrix over the support of a segment results in a measure of how similar that segment is to the whole. This …Read more