Music composition based on linguistic approach

Horacio Alberto García Salas; Alexander Gelbukh; Hiram Calvo

doi:10.1007/978-3-642-16761-4_11

Music composition based on linguistic approach

Horacio Alberto García Salas, Alexander Gelbukh, Hiram Calvo

Centro de Investigación en Computación (CIC)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

11 Scopus citations

Abstract

Music is a form of expression. Since machines have limited capabilities in this sense, our main goal is to model musical composition process, to allow machines to express themselves musically. Our model is based on a linguistic approach. It describes music as a language composed of sequences of symbols that form melodies, with lexical symbols being sounds and silences with their duration in time. We determine functions to describe the probability distribution of these sequences of musical notes and use them for automatic music generation.

Original language	English
Title of host publication	Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings
Pages	117-128
Number of pages	12
Edition	PART 1
DOIs	https://doi.org/10.1007/978-3-642-16761-4_11
State	Published - 2010
Event	9th Mexican International Conference on Artificial Intelligence, MICAI 2010 - Pachuca, Mexico Duration: 8 Nov 2010 → 13 Nov 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 1
Volume	6437 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th Mexican International Conference on Artificial Intelligence, MICAI 2010
Country/Territory	Mexico
City	Pachuca
Period	8/11/10 → 13/11/10

Keywords

Affective computing
evolutionary matrix
evolutionary systems
generative grammars
generative music

Access to Document

10.1007/978-3-642-16761-4_11

Cite this

García Salas, H. A., Gelbukh, A., & Calvo, H. (2010). Music composition based on linguistic approach. In Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings (PART 1 ed., pp. 117-128). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6437 LNAI, No. PART 1). https://doi.org/10.1007/978-3-642-16761-4_11

García Salas, Horacio Alberto ; Gelbukh, Alexander ; Calvo, Hiram. / Music composition based on linguistic approach. Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1. ed. 2010. pp. 117-128 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1).

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abstract = "Music is a form of expression. Since machines have limited capabilities in this sense, our main goal is to model musical composition process, to allow machines to express themselves musically. Our model is based on a linguistic approach. It describes music as a language composed of sequences of symbols that form melodies, with lexical symbols being sounds and silences with their duration in time. We determine functions to describe the probability distribution of these sequences of musical notes and use them for automatic music generation.",

keywords = "Affective computing, evolutionary matrix, evolutionary systems, generative grammars, generative music",

author = "{Garc{\'i}a Salas}, {Horacio Alberto} and Alexander Gelbukh and Hiram Calvo",

note = "Funding Information: Nathan Fake James Holden (generated) (generated) Astrix Rob Mooney Kraftwerk (generated) (generated) (generated) Acknowledgements. The work was done under partial support of Mexican Government (CONACYT 50206-H, IPN-SIP 20100773, IPN-COFAA, IPN-PIFI, SNI, CONACYT scholarship for Sabbatical stay to the second author) and the Japanese Government (JSPS). The third author is a JSPS fellow.; 9th Mexican International Conference on Artificial Intelligence, MICAI 2010 ; Conference date: 08-11-2010 Through 13-11-2010",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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García Salas, HA, Gelbukh, A & Calvo, H 2010, Music composition based on linguistic approach. in Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 1, vol. 6437 LNAI, pp. 117-128, 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, 8/11/10. https://doi.org/10.1007/978-3-642-16761-4_11

Music composition based on linguistic approach. / García Salas, Horacio Alberto; Gelbukh, Alexander ; Calvo, Hiram.
Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1. ed. 2010. p. 117-128 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6437 LNAI, No. PART 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - García Salas, Horacio Alberto

AU - Gelbukh, Alexander

AU - Calvo, Hiram

N1 - Funding Information: Nathan Fake James Holden (generated) (generated) Astrix Rob Mooney Kraftwerk (generated) (generated) (generated) Acknowledgements. The work was done under partial support of Mexican Government (CONACYT 50206-H, IPN-SIP 20100773, IPN-COFAA, IPN-PIFI, SNI, CONACYT scholarship for Sabbatical stay to the second author) and the Japanese Government (JSPS). The third author is a JSPS fellow.

PY - 2010

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N2 - Music is a form of expression. Since machines have limited capabilities in this sense, our main goal is to model musical composition process, to allow machines to express themselves musically. Our model is based on a linguistic approach. It describes music as a language composed of sequences of symbols that form melodies, with lexical symbols being sounds and silences with their duration in time. We determine functions to describe the probability distribution of these sequences of musical notes and use them for automatic music generation.

AB - Music is a form of expression. Since machines have limited capabilities in this sense, our main goal is to model musical composition process, to allow machines to express themselves musically. Our model is based on a linguistic approach. It describes music as a language composed of sequences of symbols that form melodies, with lexical symbols being sounds and silences with their duration in time. We determine functions to describe the probability distribution of these sequences of musical notes and use them for automatic music generation.

KW - Affective computing

KW - evolutionary matrix

KW - evolutionary systems

KW - generative grammars

KW - generative music

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SN - 9783642167607

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings

T2 - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010

Y2 - 8 November 2010 through 13 November 2010

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García Salas HA, Gelbukh A , Calvo H. Music composition based on linguistic approach. In Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1 ed. 2010. p. 117-128. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1). doi: 10.1007/978-3-642-16761-4_11

Music composition based on linguistic approach

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