Buch, Englisch, 250 Seiten, Book, Format (B × H): 155 mm x 235 mm
Applications to Music and Text
Buch, Englisch, 250 Seiten, Book, Format (B × H): 155 mm x 235 mm
Reihe: Computational Synthesis and Creative Systems
ISBN: 978-3-319-43496-4
Verlag: Springer-Verlag GmbH
This book deals with the problem of generating sequences in the style of a given corpus, in text or music. In particular, the authors study Markov models, which have long been used for capturing basic statistical information about how elements of a given alphabet are put together in representative sequences, formulating them as constraint satisfaction problems (CSPs), a formulation which opens the door to many extensions of basic Markov models through the modularity of constraint satisfaction.
The book will be valuable to practitioners, researchers, and graduate students engaged with algorithmic composition and constraint satisfaction.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Geistes- und Sozialwissenschaften
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
- Geisteswissenschaften Musikwissenschaft Musikwissenschaft Allgemein
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
- Mathematik | Informatik Mathematik Stochastik Stochastische Prozesse
Weitere Infos & Material
Introduction.- Part I - Results.- Markov Constraints: Steerable Generation of Variable-Order Markovian Sequences.- Unary Constraints.- Meter.- Meter with Allen Relations.- Max Order and Plagiarism.- 1/f Spectrum Sequences.- Regular Constraints.- Binary Equality Constraints.- Palindromes and N-Grams.- Part II - Applications and Examples.- Generating Lyrics.- Harmonization Using Unary Constraints.- Generation of Lead Sheets.- Conclusions.- Glossary.- Index.- References.
