Machine Learning and Music Generation - Hardcover

 
9780815377207: Machine Learning and Music Generation
Hardcover
ISBN 10: 0815377207 ISBN 13: 9780815377207
Verlag: Taylor & Francis Inc, 2017

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Taylor & Francis Inc
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
0815377207
ISBN 13 
9780815377207
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
112
Herausgeber
Iesta Jos M., Conklin Darrell C., Ramrez-melendez Rafael, Fiore Thomas M.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchbär
info@buchbaer.de

Weberstr. 67
Osnabrück
49084
Deutschland

Weitere beliebte Ausgaben desselben Titels

9780367892852: Machine Learning and Music Generation

Vorgestellte Ausgabe

ISBN 10:  0367892855 ISBN 13:  9780367892852
Verlag: Routledge, 2019
Softcover