Computational modeling of music cognition and musical creativity

GA Wiggins, MT Pearce, D Müllensiefen - 2011 - academic.oup.com
This article is about the computational modeling of the process of musical composition
based on a cognitive model of human behavior. The idea is to study not only the …

The line of fifths and the co-evolution of tonal pitch-classes

FC Moss, M Neuwirth, M Rohrmeier - Journal of Mathematics and …, 2023 - Taylor & Francis
In this study, we determine the fundamental role of the line of fifths for the organization of
tonal material by applying dimensionality reduction to a large historical corpus of pitch-class …

[图书][B] Stochastic processes & database-driven musicology

JA Burgoyne - 2012 - search.proquest.com
For more than a decade, music information science and musicology have been at what
Nicholas Cook has described as a'moment of opportunity'for collaboration on database …

Computational fugue analysis

M Giraud, R Groult, E Leguy, F Levé - Computer Music Journal, 2015 - direct.mit.edu
One of the pinnacles of form in classical Western music, the fugue is often used in the
teaching of music analysis and composition. Fugues alternate between instances of a …

Developing and evaluating computational models of musical style

T Collins, R Laney, A Willis, PH Garthwaite - AI EDAM, 2016 - cambridge.org
Stylistic composition is a creative musical activity, in which students as well as renowned
composers write according to the style of another composer or period. We describe and …

COSIATEC and SIATECCompress: Pattern discovery by geometric compression

D Meredith - International society for music information retrieval …, 2013 - vbn.aau.dk
Three versions of each of two greedy compression algorithms, COSIATEC and
SIATECCompress, were run on the JKU Patterns Development Database. Each algorithm …

[图书][B] Improved methods for pattern discovery in music, with applications in automated stylistic composition

TE Collins - 2011 - search.proquest.com
Computational methods for intra-opus pattern discovery (discovering repeated patterns
within a piece of music) and stylistic composition (composing in the style of another …

Using general-purpose compression algorithms for music analysis

C Louboutin, D Meredith - Journal of New Music Research, 2016 - Taylor & Francis
General-purpose compression algorithms encode files as dictionaries of substrings with the
positions of these strings' occurrences. We hypothesized that such algorithms could be used …

[PDF][PDF] Controlling Symbolic Music Generation based on Concept Learning from Domain Knowledge.

T Akama - ISMIR, 2019 - archives.ismir.net
Machine learning allows automatic construction of generative models for music. However,
they are learned from only the succession of notes itself without explicitly employing domain …

Measuring when a music generation algorithm copies too much: The originality report, cardinality score, and symbolic fingerprinting by geometric hashing

Z Yin, F Reuben, S Stepney, T Collins - SN Computer Science, 2022 - Springer
Research on automatic music generation lacks consideration of the originality of musical
outputs, creating risks of plagiarism and/or copyright infringement. We present the originality …