Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns

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To access the full text documents, please follow this link: http://hdl.handle.net/2117/28175

dc.contributor	Universitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.contributor	Universitat Politècnica de Catalunya. SOCO - Soft Computing
dc.contributor.author	Paz Ortiz, Iván
dc.contributor.author	Nebot Castells, M. Àngela
dc.contributor.author	Múgica Álvarez, Francisco
dc.contributor.author	Romero Merino, Enrique
dc.date	2014-10-23
dc.identifier.citation	Paz-Ortiz, I. [et al.]. Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns. A: "Artificial intelligence research and development: Recent advances and applications". Amsterdam: IOS Press, 2014, p. 289-292.
dc.identifier.citation	978-1-61499-451-0
dc.identifier.citation	10.3233/978-1-61499-452-7-289
dc.identifier.uri	http://hdl.handle.net/2117/28175
dc.language.iso	eng
dc.publisher	IOS Press
dc.relation	http://ebooks.iospress.nl/volumearticle/38083
dc.rights	info:eu-repo/semantics/openAccess
dc.subject	Àrees temàtiques de la UPC::Informàtica::Informàtica teòrica::Algorísmica i teoria de la complexitat
dc.subject	Computer composition
dc.subject	Fuzzy Inductive Reasoning
dc.subject	Musical coherence
dc.subject	Algorithmic composition
dc.subject	Composició musical per ordinador
dc.title	Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns
dc.type	info:eu-repo/semantics/submittedVersion
dc.type	info:eu-repo/semantics/bookPart
dc.description.abstract	In the present work, the Fuzzy Inductive Reasoning methodology (FIR) is used to improve coherence among beat patterns, structured in a musical A-B form. Patterns were generated based on a probability matrix, encoding a particular musical style, designed by experts. Then, all possible patterns were generated and the most probables were selected. A-B musical forms were created and the coherence of the sequence was evaluated by experts by using linguistic quantities. The output pairs (A-B pattern and its qualification) were used as inputs to train a FIR system, and the variables that produce “coherent” outputs and the relations among them where identified as rules. The extracted rules are discussed in the context of the musical form and from the psychological perception.
dc.description.abstract	Peer Reviewed

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