Title
Categorization of Tonal Music Styles: A quantitative investigation,Used
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The motivation for this study was the remarkable ability of the brain to categorize musical styles, based solely on the information conveyed by the music. It was assumed that a computer system could accomplish similar results based only on the musical notation, and that an effective categorization of styles should reveal the main conceptual dimensions of tonal music style. The most outstanding characteristics of this study are its quantitative nature and the effort to avoid the subjectivity of structural analysis, considering only observable, measurable features. The work has been carried out exclusively on the basis of numerical continuous variables resulting from actual measurements effected by software on those aspects of musical style that are detectable in notation. The numerical data set resulting from the measurements suffices to allow data mining algorithms such as CART, Random Forests and GEP, to map music pieces to a multidimensional space and classify them by composer, with an accuracy related to the size of the database. This system has great potential in the areas of empirical musicology and authorship studies, and as the basis for a scientific theory of style.
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Shipping & Returns
Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
We accept payments with :
Visa, MasterCard, American Express, Paypal, Shopify Payments, Shop Pay and more.