David Cope
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David Howell Cope (May 17, 1941 – May 4, 2025) was an American author, composer, scientist, and Dickerson Professor of Music at
UC Santa Cruz The University of California, Santa Cruz (UC Santa Cruz or UCSC) is a public land-grant research university in Santa Cruz, California, United States. It is one of the ten campuses in the University of California system. Located in Monterey Bay ...
. His primary area of research involved
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
and music; he wrote programs and algorithms that can analyze existing music and create new compositions in the style of the original input music. He taught the groundbreaking summer workshop in Workshop in Algorithmic Computer Music (WACM) that was open to the public as well as a general education course entitled Artificial Intelligence and Music for enrolled UCSC students. Cope was also co-founder and CTO Emeritus of Recombinant Inc., a music technology company. He died of congestive heart failure on May 4, 2025, at the age of 83.


Inventions

Cope was the inventor of US Patent #7696426 "Recombinant music composition algorithm and method of using the same," which he filed in 2006.


Composition

In 1975, he composed a short piece on an IBM machine, using punched cards. His EMI (Experiments in Musical Intelligence) software has produced works in the style of various composers, some of which have been commercially recorded—ranging from short pieces to full-length operas. In 1981, he received a commission to compose an opera, but had a " composer's block", so he began writing EMI (on an
Apple An apple is a round, edible fruit produced by an apple tree (''Malus'' spp.). Fruit trees of the orchard or domestic apple (''Malus domestica''), the most widely grown in the genus, are agriculture, cultivated worldwide. The tree originated ...
desktop computer) to understand and modify his own style, and 8 years after receiving the commission, managed to write the opera in 2 days with the help of EMI. Once it was done, he applied the same method to other composers like Bartok, Brahms, Chopin, Gershwin, Joplin,
Mozart Wolfgang Amadeus Mozart (27 January 1756 – 5 December 1791) was a prolific and influential composer of the Classical period (music), Classical period. Despite his short life, his rapid pace of composition and proficiency from an early age ...
, and Prokoviev, resulting in a program that could compose in their styles as well. He then got an album published ''Bach By Design'' which was played by a Disklavier. The next album, ''Classical Music Composed by Computer'', was played by humans.
Douglas Hofstadter Douglas Richard Hofstadter (born 15 February 1945) is an American cognitive and computer scientist whose research includes concepts such as the sense of self in relation to the external world, consciousness, analogy-making, Strange loop, strange ...
developed a touring lecture about EMI, during the middle of which he would play two pieces, one a genuine Chopin piece, and one Chopin-style piece by EMI. The audience would then guess which is which, like in a
Turing test The Turing test, originally called the imitation game by Alan Turing in 1949,. Turing wrote about the ‘imitation game’ centrally and extensively throughout his 1950 text, but apparently retired the term thereafter. He referred to ‘ iste ...
. The audience could guess not better than random chance. As of 2001, EMI consisted of 20,000 lines of
Lisp Lisp (historically LISP, an abbreviation of "list processing") is a family of programming languages with a long history and a distinctive, fully parenthesized Polish notation#Explanation, prefix notation. Originally specified in the late 1950s, ...
code. His subsequent Emily Howell program models musical creativity based on the types of creativity outlined by Margaret Boden in her book ''The Creative Mind: Myths and Mechanisms''. As a composer, Cope's own work encompassed a variety of styles—from the traditional to the avant-garde—and techniques, such as unconventional manners of playing, experimental musical instrument, and microtonal scales, including a 33-note system of
just intonation In music, just intonation or pure intonation is a musical tuning, tuning system in which the space between notes' frequency, frequencies (called interval (music), intervals) is a natural number, whole number ratio, ratio. Intervals spaced in thi ...
he developed himself. Most recently, all of his original compositions have been written in collaboration with the computer—based on the input of his earlier works. He seeks synergy between composer creativity and computer algorithm as his principal creative direction.


Bibliography

Cope published a wide range of books, which are often used as textbooks. ''New Directions in Music,'' first published in 1971, is currently in its 7th edition and is the standard text for contemporary music. In 2009, Cope was interviewed by the media in anticipation of the release of a CD containing music composed collaboratively by Cope and Emily Howell, a computer program. Cope also published a series of detective novels under a pseudonym. In 2022, Cope published the book ''Ethics of Computer-Assisted Music''. Cope argues that just as there are differences in the application of ethics and morals among diverse cultures across society, there are similar ethical complexities that exist within the field of computer music.


Books

* Cope, David (1991). ''Computers and Musical Style''. Madison, Wisconsin: A-R Editions. * —— (1996). ''Experiments in Musical Intelligence''. Madison, Wisconsin: A-R Editions. * —— (1997). ''Techniques of the Contemporary Composer''. New York City: Schirmer Books. . * —— (2000). ''New Directions in Music, 7th ed.'' Prospect Heights, Illinois: Waveland Press. . * —— (2000). ''The Algorithmic Composer''. Madison, Wisconsin: A-R Editions. * —— (2001). ''Virtual Music: Computer Synthesis of Musical Style''. Cambridge, Massachusetts: The MIT Press. . * —— (2006). ''Computer Models of Musical Creativity''. Cambridge, Massachusetts: MIT Press. * —— (2008). ''Hidden Structure: Music Analysis Using Computers''. Madison, Wisconsin: A-R Editions. . * —— (2012). ''A Musicianship Primer San Francisco''. Epoc Books. . * —— (2022). Cope, David (March 19, 2022). ''Ethics of Computer-Assisted Music''. Coppell, Texas: Self-published. .


Chapters

* 1992. "A Computer Model of Music Composition." In ''Machine Models of Music'', Stephan Schwanauer and David Levitt, eds.: MIT Press. * 1992. "On the Algorithmic Representation of Musical Style." In ''Musical Intelligence'', M. Balaban, K. Ebcioglu, and O. Laske, eds. : AAAI Press. * 1998. "Signatures and Earmarks: Computer Recognition of Patterns in Music." In ''Melodic Similarity, Concepts, Procedures, and Applications''. Walter B. Hewlett and Eleanor Selfridge-Field (eds.). Cambridge, Massachusetts: MIT Press.


Articles

* 1987. "Experiments in Music Intelligence." In ''Proceedings of the International Computer Music Conference'', San Francisco: Computer Music Association. * 1987. "An Expert System for Computer-Assisted Music Composition." '' Computer Music Journal'' 11,4 (Winter): 30–46. * 1988. "Music and
LISP Lisp (historically LISP, an abbreviation of "list processing") is a family of programming languages with a long history and a distinctive, fully parenthesized Polish notation#Explanation, prefix notation. Originally specified in the late 1950s, ...
." ''AI Expert'' 3,3 (March): 26–34. * 1988. "Music: The Universal Language." In ''Proceedings of the First Workshop on AI and Music''. Minneapolis/St. Paul, Minnesota: AAAI: 87–98. * 1989. "Experiments in Musical Intelligence (EMI): Non-Linear Linguistic-based Composition." ''Interface'', vol. 18: 117–139. * 1990. "Pattern Matching as an Engine for the Computer Simulation of Musical Style." In ''Proceedings of the 1990 ICMC''. San Fran Computer Music Association * 1991. "Recombinant Music." ''COMPUTER''. (July). * 1991. "Computer Simulations of Musical Style." ''Computers in Music Research'', The Queens University of Belfast, 7–10 (April): 15–17. * 1992. "Computer Modeling of Musical Intelligence in Experiments in Musical Intelligence." '' Computer Music Journal'' 16,2 (Summer): 69–83. * 1993. "Virtual Music." '' Electronic Musician'', 9:5 (May): 80–85. * 1996. "Mimesis du style et de la structure musicale." Symposium on Composition, Modelisation et Ordinateur.
IRCAM IRCAM (French: ''Ircam, '', English: Institute for Research and Coordination in Acoustics/Music) is a French institute dedicated to the research of music and sound, especially in the fields of Avant-garde music, avant garde and Electroacoustic ...
, Paris: 21–23. * 1997. "Composer's Underscoring Environment." In ''Proceedings of the International Computer Music Conference''. San Fran: Computer Music Association. * 1997. "The Composer's Underscoring Environment: CUE." '' Computer Music Journal'' 21/3 (Fall). * 1999. "One Approach to Musical Intelligence." ''
IEEE Intelligent Systems ''IEEE Intelligent Systems'' is a bimonthly peer-reviewed academic journal published by the IEEE Computer Society and sponsored by the Association for the Advancement of Artificial Intelligence (AAAI), British Computer Society (BCS), and European As ...
''. Los Alamitos, California: IEEE Computer Society (14/3, May/June). * 2000. "Facing the Music: Perspectives on Machine Composed Music." '' Leonardo Music Journal'' 9: 79–87. * 2002. "Computer Analysis and Composition Using Atonal Voice-Leading Techniques." ''
Perspectives of New Music ''Perspectives of New Music'' (PNM) is a peer-reviewed academic journal specializing in music theory Music theory is the study of theoretical frameworks for understanding the practices and possibilities of music. ''The Oxford Companion to Musi ...
'' 40/1 (Winter): 121–146. * 2003. "Computer Analysis of Musical Allusions." Computer Music Journal 27/1: 11–28. * 2004. "A Musical Learning Algorithm." Computer Music Journal 28/3: 12–27. * 2006. "The Vivaldi Code" ''
Wired Wired may refer to: Arts, entertainment, and media Music * ''Wired'' (Jeff Beck album), 1976 * ''Wired'' (Hugh Cornwell album), 1993 * ''Wired'' (Mallory Knox album), 2017 * "Wired", a song by Prism from their album '' Beat Street'' * "Wired ...
'', issue 14. September 9, 2006.


Discography

* 1982. ''The Way''. Opus One Records. Number 82. * 1993. ''Bach by Design''. Centaur Records. CRC 2184 * 1997. ''Classical Music Composed by Computer''. Centaur Records. CRC 2329 * 1997. ''Virtual Mozart''. Centaur Records. CRC 2452 * 1999. ''Towers''. Vienna Modern Masters. VMM 2024 * 2003. ''Virtual Bach''. Centaur Records. CRC 2619 * 2009. ''From Darkness, Light (Emily Howell)''. Centaur Records. CRC 3023 * 2011. Symphony No. 4. Epoc. B008J5IK78 * 2012. Symphony No. 5. Epoc. B008J5IFD2 * 2012. Symphony No. 9 "(Martin Luther King, Jr.)" Epoc. B008J5IGCW * 2012. String Quartets 5 and 6. Epoc. B008O9RZTS * 2012. Violin Concerto/Viola Concerto. Epoc. B008J5IGRC * 2012. Cello Concerto/Octet for Strings. Epoc. B008K8VJM2 * 2012. Piano Concerto/''Re-Birth/Transcendence''. Epoc. B008PYPDUK


See also

* Algorithmic composition * Computer-generated music *
List of music software This is a list of software for creating, performing, learning, analyzing, researching, broadcasting and editing music. This article only includes software, not services. For streaming services such as iHeartRadio, Pandora (service), Pandora, Prime ...


References

Sources * *


Further reading

* Hofstadter, Douglas R.
Staring Emmy straight in the eye–and doing my best not to flinch
" ''Virtual music: Computer synthesis of musical style'' (2001): 33-82. * Ball, Philip. 2012
"Iamus, Classical Music's Computer Composer, Live from Malaga"
''
The Guardian ''The Guardian'' is a British daily newspaper. It was founded in Manchester in 1821 as ''The Manchester Guardian'' and changed its name in 1959, followed by a move to London. Along with its sister paper, ''The Guardian Weekly'', ''The Guardi ...
'' (July 1, 2014); accessed August 5, 2014. *


External links


music.ucsc.edu – Faculty: David Cope
* *
David Cope profile

Recombinant Inc website
* Ryan Blitstein
Triumph of the Cyborg Composer
''
Pacific Standard ''Pacific Standard'', founded as ''Miller–McCune'', was an American nonprofit magazine that reported on issues of social and environmental justice. Founded in 2008, the magazine was published in print and online for its first ten years. It was ...
''
"Musical DNA" segment
from NPR '' Radiolab'' program, September 25, 2007
MIDI files for 5000 Bach-style pieces by EMI.
{{DEFAULTSORT:Cope, David 1941 births 2025 deaths American male classical composers American artificial intelligence researchers University of California, Santa Cruz faculty Writers from San Francisco 21st-century American classical composers 21st-century American male musicians Centaur Records artists