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Music Analysis

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Data Preview ? 27K

    Data Structure ?


    Donor of database:     

    Data Set Information:       


    Attribute Information:

    Number of Attributes: 6 (nominal) per event

    (a) start-time, measured in 16th notes from chorale beginning (time 0)
    (b) pitch, MIDI number (60 = C4, 61 = C#4, 72 = C5, etc.)
    (c) duration, measured in 16th notes
    (d) key signature, number of sharps or flats, positive if key signature has sharps, negative if key signature has flats
    (e) time signature, in 16th notes per bar
    (f) fermata, true or false depending on whether event is under a fermata

    Attribute domains (all integers):

    (a) {0,1,2,...}
    (b) {60,...,75}
    (c) {1,...,16}
    (d) {-4,...,+4}
    (e) {12,16}
    (f) {0,1}

    Relevant Papers:

    Conklin, Darrell and Witten, Ian.  1995.  Multiple Viewpoint Systems for Music Prediction.  Journal of New Music Research.  24(1):51-73.
    [Web link]

    Papers That Cite This Data Set1:

    Matthew Brand. Pattern discovery via entropy minimization. MERL -- A MITSUBISHI ELECTRIC RESEARCH LABORATORY. 1998.  [View Context].

    Matthew Brand. An Entropic Estimator for Structure Discovery. NIPS. 1998.  [View Context].

    Zoubin Ghahramani and Michael I. Jordan. Factorial Hidden Markov Models. Machine Learning, 29. 1997.  [View Context].

    Mohammed Waleed Kadous and Claude Sammut. The University of New South Wales School of Computer Science and Engineering Temporal Classification: Extending the Classification Paradigm to Multivariate Time Series.  [View Context].

    Mohammed Waleed Kadous. Expanding the Scope of Concept Learning Using metafeatures. School of Computer Science and Engineering, University of New South Wales.  [View Context].

    Citation Request:

    Please refer to the Machine Learning Repository's citation policy

    Chorales: Mainous and Ottman edition.Mainous, Frank D. and Robert W. Ottman, eds. 1966.
    The 371 Bach Chorales.  Holt, Rinehart and Winston, New York.

    Original Owners of Database:

    Darrell Conklin
    ZymoGenetics Inc.
    1201 Eastlake Avenue East
    Seattle WA, 98102
    conklin '@'