Science of Networks and Music: A New Approach on Musical Analysis and Creation

Autor:	Stefano Vena, Gianfranco Campolongo
Rok vydání:	2006
Předmět:	Musical acoustics Melody business.industry New Interfaces for Musical Expression Computer science Human–computer interaction Generative music Musical Artificial intelligence business Musical analysis
Zdroj:	Lecture Notes in Computer Science ISBN: 9783540332374 EvoWorkshops
DOI:	10.1007/11732242_61
Popis:	Science of Networks is a very young discipline whose results have rapidly influenced many different fields of scientific research. In this paper we present some experimentations of a new approach on generative music based on small-world networks. The basic idea of this work is that network can be a useful instrument for musical modeling, analysis and creation. We studied over 100 musical compositions of different genres (classical, pop, rock) by means of science of networks, then used this data for generating algorithms for musical creation and author attribution. The first step of this work is the implementation of a software that allows to represent and analyse musical compositions, then we developed a genetic algorithm for the production of networks with particular features. These networks are finally used for the generation of self-organized melodies and scales.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::f6c4953acaf8940a04e3fd2be689355b https://doi.org/10.1007/11732242_61 Zobrazit plný text záznamu