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Cognitive music modelling: An information dynamics approach

Abdallah, SA, Ekeus, H, Foster, P, Robertson, A and Plumbley, MD (2012) Cognitive music modelling: An information dynamics approach

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Abstract

We describe an information-theoretic approach to the analysis of music and other sequential data, which emphasises the predictive aspects of perception, and the dynamic process of forming and modifying expectations about an unfolding stream of data, characterising these using the tools of information theory: entropies, mutual informations, and related quantities. After reviewing the theoretical foundations, we discuss a few emerging areas of application, including musicological analysis, real-time beat-tracking analysis, and the generation of musical materials as a cognitively-informed compositional aid. © 2012 IEEE.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Authors :
NameEmailORCID
Abdallah, SAUNSPECIFIEDUNSPECIFIED
Ekeus, HUNSPECIFIEDUNSPECIFIED
Foster, PUNSPECIFIEDUNSPECIFIED
Robertson, AUNSPECIFIEDUNSPECIFIED
Plumbley, MDm.plumbley@surrey.ac.ukUNSPECIFIED
Date : 13 August 2012
Identification Number : https://doi.org/10.1109/CIP.2012.6232940
Depositing User : Symplectic Elements
Date Deposited : 17 May 2017 13:21
Last Modified : 17 May 2017 15:10
URI: http://epubs.surrey.ac.uk/id/eprint/838887

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