A Functional Taxonomy of Music Generation Systems

December 11, 2018 ยท Declared Dead ยท ๐Ÿ› ACM Computing Surveys

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Authors Dorien Herremans, Ching-Hua Chuan, Elaine Chew arXiv ID 1812.04186 Category cs.SD: Sound Cross-listed cs.LG, eess.AS Citations 165 Venue ACM Computing Surveys Last Checked 4 months ago
Abstract
Digital advances have transformed the face of automatic music generation since its beginnings at the dawn of computing. Despite the many breakthroughs, issues such as the musical tasks targeted by different machines and the degree to which they succeed remain open questions. We present a functional taxonomy for music generation systems with reference to existing systems. The taxonomy organizes systems according to the purposes for which they were designed. It also reveals the inter-relatedness amongst the systems. This design-centered approach contrasts with predominant methods-based surveys and facilitates the identification of grand challenges to set the stage for new breakthroughs.
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