Detectarea automată a genurilor muzicale
Journal Title: Revista Romana de Interactiune Om-Calculator - Year 2012, Vol 5, Issue 1
Abstract
Această lucrare descrie şi aplică diferite metode ce folosesc un calculator pentru a determina apartenenţa la un anumit gen muzical a unui fişier audio. Algoritmii au fost testaţi pe colecţiile de date MagnaTune şi MARSYAS, dar instrumentele software implementate pot fi folosite pe o gamă variată de surse. Instrumentele vor face parte dintr-un sistem software mai larg numit ADAMS (Advanced Dynamic Analysis of Music Software) dezvoltat de autori. Acest sistem este bazat pe biblioteca open-source MARSYAS şi conţine un modul similar cu WEKA pentru sarcini de „data mining” şi „machine learning”.
Authors and Affiliations
Adrian Simion, Stefan Trausan-Matu
Keywords
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- EP ID EP130082
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