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    Comparing synthetic and real templates for dynamic time warping to locate partial envelope features


    Timoney, Joseph and Lysaght, Thomas and Lazzarini, Victor and MacManus, Lorcan (2005) Comparing synthetic and real templates for dynamic time warping to locate partial envelope features. In: DAFX-05 the 8th Int. Conference on Digital Audio Effects, September 20-22 2005, Madrid, Spain.

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    Abstract

    In this paper we compare the performance of a number of different templates for the purposes of split point identification of various clarinet envelopes. These templates were generated with Attack-Decay-Sustain-Release (ADSR) descriptions commonly used in musical synthesis, along with a set of real templates obtained using k-means clustering of manually prepared test data. The goodness of fit of the templates to the data was evaluated using the Dynamic Time Warping (DTW) cost function, and by evaluating the square of the distance of the identified split points to the manually identified split points in the test data. It was found that the best templates for split point identification were the synthetic templates followed by the real templates having a sharp attack and release characteristic, as is characteristic of the clarinet envelope.

    Item Type: Conference or Workshop Item (Paper)
    Keywords: Dynamic time warping; Partial envelopes; ADSR model;
    Academic Unit: Faculty of Arts,Celtic Studies and Philosophy > Music
    Faculty of Science and Engineering > Computer Science
    Item ID: 4174
    Depositing User: Joseph Timoney
    Date Deposited: 01 Feb 2013 11:54
    Refereed: Yes
    URI:

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