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Machine Learning and Music Generation (Hardcover): Jose M Inesta, Rafael Ramirez Melendez, Darrell C. Conklin, Thomas M. Fiore Machine Learning and Music Generation (Hardcover)
Jose M Inesta, Rafael Ramirez Melendez, Darrell C. Conklin, Thomas M. Fiore
R4,428 Discovery Miles 44 280 Ships in 12 - 17 working days

Computational approaches to music composition and style imitation have engaged musicians, music scholars, and computer scientists since the early days of computing. Music generation research has generally employed one of two strategies: knowledge-based methods that model style through explicitly formalized rules, and data mining methods that apply machine learning to induce statistical models of musical style. The five chapters in this book illustrate the range of tasks and design choices in current music generation research applying machine learning techniques and highlighting recurring research issues such as training data, music representation, candidate generation, and evaluation. The contributions focus on different aspects of modeling and generating music, including melody, chord sequences, ornamentation, and dynamics. Models are induced from audio data or symbolic data. This book was originally published as a special issue of the Journal of Mathematics and Music.

Machine Learning and Music Generation (Paperback): Jose M Inesta, Rafael Ramirez Melendez, Darrell C. Conklin, Thomas M. Fiore Machine Learning and Music Generation (Paperback)
Jose M Inesta, Rafael Ramirez Melendez, Darrell C. Conklin, Thomas M. Fiore
R1,275 Discovery Miles 12 750 Ships in 12 - 17 working days

Computational approaches to music composition and style imitation have engaged musicians, music scholars, and computer scientists since the early days of computing. Music generation research has generally employed one of two strategies: knowledge-based methods that model style through explicitly formalized rules, and data mining methods that apply machine learning to induce statistical models of musical style. The five chapters in this book illustrate the range of tasks and design choices in current music generation research applying machine learning techniques and highlighting recurring research issues such as training data, music representation, candidate generation, and evaluation. The contributions focus on different aspects of modeling and generating music, including melody, chord sequences, ornamentation, and dynamics. Models are induced from audio data or symbolic data. This book was originally published as a special issue of the Journal of Mathematics and Music.

Advances in Pattern Recognition - Joint IAPR International Workshops SSPR 2000 and SPR 2000 Alicante, Spain, August 30 -... Advances in Pattern Recognition - Joint IAPR International Workshops SSPR 2000 and SPR 2000 Alicante, Spain, August 30 - September 1, 2000 Proceedings (Paperback, 2000 ed.)
Francesc J Ferri, Jose M Inesta, Adnan Amin, Pavel Pudil
R3,131 Discovery Miles 31 310 Ships in 10 - 15 working days

This book constitutes the joint refereed proceedings of the 8th International Workshop on Structural and Syntactic Pattern Recognition and the 3rd International Workshop on Statistical Techniques in Pattern Recognition, SSPR 2000 and SPR 2000, held in Alicante, Spain in August/September 2000. The 52 revised full papers presented together with five invited papers and 35 posters were carefully reviewed and selected from a total of 130 submissions. The book offers topical sections on hybrid and combined methods, document image analysis, grammar and language methods, structural matching, graph-based methods, shape analysis, clustering and density estimation, object recognition, general methodology, and feature extraction and selection.

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