Machine Learning and Music Generation - Softcover

Softcover

ISBN 10: 0367892855 ISBN 13: 9780367892852

Verlag: Routledge, 2019

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den 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.

Details zur Ausgabe

• Verlag: Routledge
• Erscheinungsdatum: 2019
• Sprache: Englisch
• ISBN 10: 0367892855
• ISBN 13: 9780367892852
• Einband: Taschenbuch
• Anzahl der Seiten: 124
• Herausgeber: Iñesta José M.
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Buchbär; info@buchbaer.de; ; Weberstr. 67; Osnabrück; 49084; Deutschland