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Machine Learning and Music Generation
ISBN-13:
9781351234528
Veröffentl:
2018
Seiten:
122
Autor:
José M. Iñesta
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch
Beschreibung:
This book illustrates 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. This book was first published as a special issue of the Journal of Mathematics and Music.
Introduction: Machine learning and music generation 1. Chord sequence generation with semiotic patterns 2. A machine learning approach to ornamentation modeling and synthesis in jazz guitar 3. Analysis of analysis: Using machine learning to evaluate the importance of music parameters for Schenkerian analysis 4. Mapping between dynamic markings and performed loudness: a machine learning approach 5. Data-based melody generation through multi-objective evolutionary computation
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