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Musical Descriptions Based on Formal Concept Analysis and Mathematical Morphology

Agon, Carlos; Andreatta, Moreno; Atif, Jamal; Bloch, Isabelle; Mascarade, Pierre (2018), Musical Descriptions Based on Formal Concept Analysis and Mathematical Morphology, in Chapman, Peter; Endres, Dominik; Pernelle, Nathalie, Graph-Based Representation and Reasoning, Springer : Cham, p. 105-119. 10.1007/978-3-319-91379-7_9

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Musical_descriptions.pdf (1.618Mb)
Type
Communication / Conférence
Date
2018
Conference title
23rd International Conference on Conceptual Structures, ICCS 2018
Conference date
2018-06
Conference city
Edinburgh, UK
Conference country
United Kingdom
Book title
Graph-Based Representation and Reasoning
Book author
Chapman, Peter; Endres, Dominik; Pernelle, Nathalie
Publisher
Springer
Published in
Cham
ISBN
978-3-319-91379-7
Number of pages
201
Pages
105-119
Publication identifier
10.1007/978-3-319-91379-7_9
Metadata
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Author(s)
Agon, Carlos
Sciences et Technologies de la Musique et du Son [STMS]
Andreatta, Moreno
Institut de Recherche Mathématique Avancée [IRMA]
Atif, Jamal
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Bloch, Isabelle cc
Laboratoire Traitement et Communication de l'Information [LTCI]
Mascarade, Pierre
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)
In the context of mathematical and computational representations of musical structures, we propose algebraic models for formalizing and understanding the harmonic forms underlying musical compositions. These models make use of ideas and notions belonging to two algebraic approaches: Formal Concept Analysis (FCA) and Mathematical Morphology (MM). Concept lattices are built from interval structures whereas mathematical morphology operators are subsequently defined upon them. Special equivalence relations preserving the ordering structure of the lattice are introduced in order to define musically relevant quotient lattices modulo congruences. We show that the derived descriptors are well adapted for music analysis by taking as a case study Ligeti’s String Quartet No. 2.
Subjects / Keywords
Musical Information Research; Computational music analysis; Formal concept analysis; Mathematical morphology; Congruences; Quotient lattices; Harmonico-morphological descriptors

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