Constrained Markov Sequence Generation

Constrained Markov Sequence Generation

Applications to Music and Text

; ;

Springer International Publishing AG

12/2099

Dura

Inglês

9783319434964

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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.
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Algorithmic composition;Random walk (RW);Markov chains;Markov constraints;Chord generation;Melody generation;Virtuoso melodies;Content generation;Allen relations;Max order;Plagiarism;Plagiarism;Belief propagation;Palindromes;N-grams;Interactive composition;Constraint satisfaction problem (CSP);Elementary Markov constraint (EMC);Variable-order Markov model (VMM);Domain consistency (DC)