Toward User-Directed Evolution of Sound Synthesis Parameters
Experiments are described which use genetic algorithms operating on the parameter settings of an FM synthesizer, with the aim of mimicking known synthesized sounds. The work is considered as a precursor to the development of synthesis plug-ins using evolution directed by a user. Attention is focusse...
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| creator | McDermott, James Griffith, Niall J. L. O’Neill, Michael |
| description | Experiments are described which use genetic algorithms operating on the parameter settings of an FM synthesizer, with the aim of mimicking known synthesized sounds. The work is considered as a precursor to the development of synthesis plug-ins using evolution directed by a user. Attention is focussed on the fitness functions used to drive the evolution: the main result is that a composite fitness function – based on a combination of perceptual measures, spectral analysis, and low-level sample-by-sample comparison – drives more successful evolution than fitness functions which use only one of these types of criterion. |
| doi_str_mv | 10.1007/978-3-540-32003-6_52 |
| format | Conference Proceeding |
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Computer arithmetics</subject><subject>Applied sciences</subject><subject>Computer science; control theory; systems</subject><subject>Exact sciences and technology</subject><subject>Genetic Algorithm</subject><subject>Interactive Genetic Algorithm</subject><subject>Perceptual Measure</subject><subject>Sine Wave</subject><subject>Target Sound</subject><subject>Theoretical computing</subject><issn>0302-9743</issn><issn>1611-3349</issn><isbn>9783540253969</isbn><isbn>3540253963</isbn><isbn>9783540320036</isbn><isbn>3540320032</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2005</creationdate><recordtype>conference_proceeding</recordtype><recordid>eNo9kE1LAzEQhuMXWGr_gYe9eIxOMrvJBrxIrR9QUGh7Dtkkq6vtbkm2lv5701acy8DzvszAQ8g1g1sGIO-ULCnSIgeKHACp0AU_IaOEMcEDE6dkwARjFDFXZ_8ZL1AJdU4GgMCpkjleklGMX5AGmeBFPiD3825rgssW0Qf62ARve--yyU-33PRN12Zdnc26Teuy2a7tP31sYvZugln53od4RS5qs4x-9LeHZPE0mY9f6PTt-XX8MKVrzsueGuYLh8ymj0aAKSrjpBW-YrlVtnZVhTmAc8yAzVGWtVWSe8FlVZYglBE4JDfHu2sTrVnWwbS2iXodmpUJO82E4sgYpB4_9mKK2g8fdNV131Ez0HuVOnnRqJMZfdCm9yrxF7iUYR8</recordid><startdate>2005</startdate><enddate>2005</enddate><creator>McDermott, James</creator><creator>Griffith, Niall J. 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Computer arithmetics</topic><topic>Applied sciences</topic><topic>Computer science; control theory; systems</topic><topic>Exact sciences and technology</topic><topic>Genetic Algorithm</topic><topic>Interactive Genetic Algorithm</topic><topic>Perceptual Measure</topic><topic>Sine Wave</topic><topic>Target Sound</topic><topic>Theoretical computing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>McDermott, James</creatorcontrib><creatorcontrib>Griffith, Niall J. L.</creatorcontrib><creatorcontrib>O’Neill, Michael</creatorcontrib><collection>Pascal-Francis</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>McDermott, James</au><au>Griffith, Niall J. 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| fulltext | fulltext |
| identifier | ISSN: 0302-9743 |
| ispartof | Applications of Evolutionary Computing, 2005, p.517-526 |
| issn | 0302-9743 1611-3349 |
| language | eng |
| recordid | cdi_pascalfrancis_primary_16923110 |
| source | Springer Books |
| subjects | Algorithmics. Computability. Computer arithmetics Applied sciences Computer science control theory systems Exact sciences and technology Genetic Algorithm Interactive Genetic Algorithm Perceptual Measure Sine Wave Target Sound Theoretical computing |
| title | Toward User-Directed Evolution of Sound Synthesis Parameters |
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