Style emulation of drum patterns by means of evolutionary methods and statistical analysis

Gilberto Bernardes; Caros Guedes; Bruce Pennycook

Style emulation of drum patterns by means of evolutionary methods and statistical analysis

Gilberto Bernardes, Caros Guedes, Bruce Pennycook

Music

Research output: Contribution to conference › Paper › peer-review

Abstract

In this paper we present an application using an evolutionary algorithm for real-time generation of polyphonic drum loops in a particular style. The population of rhythms is derived from analysis of MIDI drum loops, which profile each style for subsequent automatic generation of rhythmic patterns that evolve over time through genetic algorithm operators and user input data.

Original language	English (US)
Number of pages	1
State	Published - 2010
Event	7th Sound and Music Computing Conference, SMC 2010 - Barcelona, Spain Duration: Jul 21 2010 → Jul 24 2010

Other

Other	7th Sound and Music Computing Conference, SMC 2010
Country/Territory	Spain
City	Barcelona
Period	7/21/10 → 7/24/10

ASJC Scopus subject areas

General Computer Science

Cite this

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title = "Style emulation of drum patterns by means of evolutionary methods and statistical analysis",

abstract = "In this paper we present an application using an evolutionary algorithm for real-time generation of polyphonic drum loops in a particular style. The population of rhythms is derived from analysis of MIDI drum loops, which profile each style for subsequent automatic generation of rhythmic patterns that evolve over time through genetic algorithm operators and user input data.",

author = "Gilberto Bernardes and Caros Guedes and Bruce Pennycook",

year = "2010",

language = "English (US)",

note = "7th Sound and Music Computing Conference, SMC 2010 ; Conference date: 21-07-2010 Through 24-07-2010",

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TY - CONF

T1 - Style emulation of drum patterns by means of evolutionary methods and statistical analysis

AU - Bernardes, Gilberto

AU - Guedes, Caros

AU - Pennycook, Bruce

PY - 2010

Y1 - 2010

N2 - In this paper we present an application using an evolutionary algorithm for real-time generation of polyphonic drum loops in a particular style. The population of rhythms is derived from analysis of MIDI drum loops, which profile each style for subsequent automatic generation of rhythmic patterns that evolve over time through genetic algorithm operators and user input data.

AB - In this paper we present an application using an evolutionary algorithm for real-time generation of polyphonic drum loops in a particular style. The population of rhythms is derived from analysis of MIDI drum loops, which profile each style for subsequent automatic generation of rhythmic patterns that evolve over time through genetic algorithm operators and user input data.

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M3 - Paper

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T2 - 7th Sound and Music Computing Conference, SMC 2010

Y2 - 21 July 2010 through 24 July 2010

ER -

Style emulation of drum patterns by means of evolutionary methods and statistical analysis

Abstract

Other

ASJC Scopus subject areas

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