Machine Learning and Music Generation - Tapa dura

 
9780815377207: Machine Learning and Music Generation
Tapa dura
ISBN 10: 0815377207 ISBN 13: 9780815377207
Editorial: Routledge, 2017

Sinopsis

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.

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Acerca del autor

José M. Iñesta is a Professor in the Department of Software and Computing Systems at the Universidad de Alicante, Spain.

Darrell Conklin is a Professor in the Department of Computer Science and Artificial Intelligence at the University of the Basque Country.

Rafael Ramírez-Melendez is Associate Professor in the Music Technology Group in the Department of Information and Communication Technologies at the Universidad Pompeu Fabra, Barcelona, Spain.

Thomas M. Fiore is Associate Professor of Mathematics at the University of Michigan-Dearborn, MI, USA.

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Editorial
Routledge
Año de publicación
2017
Idioma
Inglés
ISBN 10 
0815377207
ISBN 13 
9780815377207
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
112
Editor
Iñesta José M., Conklin Darrell C., Ramírez-Melendez Rafael, Fiore Thomas M.
Contacto del fabricante
Routledge
https://www.routledge-ny.com/

Stockst?dter Str. 20
Gro?ostheim
Bayern
Alemania

Otras ediciones populares con el mismo título

9780367892852: Machine Learning and Music Generation

Edición Destacada

ISBN 10:  0367892855 ISBN 13:  9780367892852
Editorial: Routledge, 2019
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