Skip to main content
Top

2021 | OriginalPaper | Chapter

Creating a Digital Mirror of Creative Practice

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper describes an ongoing project to create a “digital mirror” to my practice as a composer of contemporary classical music; that is, a system that takes descriptions (in code) of aspects of that practice, and reflects them back as computer-generated realisations. The paper describes the design process of this system, explains how it is implemented, and gives some examples of the material that it generates. The paper further discusses some broader issues about the technological approach to building creative systems, in particular the advantages and disadvantages of building bespoke algorithms for generating creative content vs. the use of optimisation or learning from examples.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Calderon Alvarado, F.H., Lee, W.H., Huang, Y.H., Chen, Y.S.: Melody similarity and tempo diversity as evolutionary factors for music variations by genetic algorithms. In: Cardoso, F.A., Machado, P., Veale, T., Cunha, J.M. (eds.) Proceedings of the 11th International Conference on Computational Creativity, pp. 251–254. Association for Computational Creativity (2020) Calderon Alvarado, F.H., Lee, W.H., Huang, Y.H., Chen, Y.S.: Melody similarity and tempo diversity as evolutionary factors for music variations by genetic algorithms. In: Cardoso, F.A., Machado, P., Veale, T., Cunha, J.M. (eds.) Proceedings of the 11th International Conference on Computational Creativity, pp. 251–254. Association for Computational Creativity (2020)
3.
go back to reference Carter, E.: The time dimension in music. In: Bernard, J. (ed.) Elliott Carter: Collected Essays and Lectures 1937–1995, pp. 224–228. University of Rochester Press, New York (1997) Carter, E.: The time dimension in music. In: Bernard, J. (ed.) Elliott Carter: Collected Essays and Lectures 1937–1995, pp. 224–228. University of Rochester Press, New York (1997)
4.
go back to reference Cocarascu, O., Toni, F.: Argumentation for machine learning: a survey. In: Baroni, P., et al. (eds.) COMMA 2016, pp. 219–230. IOS Press, Amsterdam (2016) Cocarascu, O., Toni, F.: Argumentation for machine learning: a survey. In: Baroni, P., et al. (eds.) COMMA 2016, pp. 219–230. IOS Press, Amsterdam (2016)
5.
go back to reference Cohen, H.: The further exploits of AARON, painter. Stanford Humanit. Rev. 4(2), 141–158 (1995) Cohen, H.: The further exploits of AARON, painter. Stanford Humanit. Rev. 4(2), 141–158 (1995)
6.
go back to reference Colton, S., Wiggins, G.: Computational creativity: the final frontier? In: de Raedt, L., Bessiere, C., Dubois, D., Doherty, P. (eds.) Proceedings of the 20th European Conference on Artificial Intelligence, pp. 21–26. Amsterdam (2012) Colton, S., Wiggins, G.: Computational creativity: the final frontier? In: de Raedt, L., Bessiere, C., Dubois, D., Doherty, P. (eds.) Proceedings of the 20th European Conference on Artificial Intelligence, pp. 21–26. Amsterdam (2012)
7.
go back to reference Cope, D.: Computers and Musical Style. Oxford University Press, Oxford (1991) Cope, D.: Computers and Musical Style. Oxford University Press, Oxford (1991)
9.
go back to reference Frayling, C.: Research in art and design. Royal College of Art Research Papers, 1(1) (1993–1994) Frayling, C.: Research in art and design. Royal College of Art Research Papers, 1(1) (1993–1994)
12.
go back to reference Johnson, C.G.: Fitness in evolutionary art and music: a taxonomy and future prospects. Int. J. Arts Technol. 9(1), 4–25 (2016)CrossRef Johnson, C.G.: Fitness in evolutionary art and music: a taxonomy and future prospects. Int. J. Arts Technol. 9(1), 4–25 (2016)CrossRef
13.
go back to reference Kivy, P.: Music Alone Philosophical Reflections on the Purely Musical Experience. Cornell University Press, Ithaca (1991) Kivy, P.: Music Alone Philosophical Reflections on the Purely Musical Experience. Cornell University Press, Ithaca (1991)
14.
go back to reference Lewis, G.: Too many notes: computers, complexity and culture in Voyager. Leonardo Music J. 10, 33–39 (2000)CrossRef Lewis, G.: Too many notes: computers, complexity and culture in Voyager. Leonardo Music J. 10, 33–39 (2000)CrossRef
16.
go back to reference McCorduck, P.: AARON’s Code : Meta-art, Artificial Intelligence, and the work of Harold Cohen. W.H. Freeman, New York (1991) McCorduck, P.: AARON’s Code : Meta-art, Artificial Intelligence, and the work of Harold Cohen. W.H. Freeman, New York (1991)
18.
go back to reference Misztal-Radecka, J., Indurkhya, B.: A blackboard system for generating poetry. Comput. Sci. 17(2), 265–294 (2016)CrossRef Misztal-Radecka, J., Indurkhya, B.: A blackboard system for generating poetry. Comput. Sci. 17(2), 265–294 (2016)CrossRef
19.
go back to reference Murphy, G.L.: The Big Book of Concepts. MIT Press, Cambridge (2004) Murphy, G.L.: The Big Book of Concepts. MIT Press, Cambridge (2004)
21.
go back to reference Pace, I.: Composition and performance can be, and often have been, research. Tempo 70(275), 60–70 (2016)CrossRef Pace, I.: Composition and performance can be, and often have been, research. Tempo 70(275), 60–70 (2016)CrossRef
22.
go back to reference Reeves, C.: Composition, research and pseudo-science: a response to John Croft. Tempo 70(275), 50–59 (2016)CrossRef Reeves, C.: Composition, research and pseudo-science: a response to John Croft. Tempo 70(275), 50–59 (2016)CrossRef
23.
go back to reference Ritchie, G.: Assessing creativity. In: Proceedings of the AISB Symposium on Artificial Intelligence and Creativity in Arts and Science, pp. 3–11. AISB Press (2001) Ritchie, G.: Assessing creativity. In: Proceedings of the AISB Symposium on Artificial Intelligence and Creativity in Arts and Science, pp. 3–11. AISB Press (2001)
24.
26.
27.
go back to reference Welling, M., Kingma, D.P.: An introduction to variational autoencoders. Found. Trends Mach. Learn. 12(4), 307–392 (2019)CrossRef Welling, M., Kingma, D.P.: An introduction to variational autoencoders. Found. Trends Mach. Learn. 12(4), 307–392 (2019)CrossRef
28.
go back to reference Xenakis, I.: La crise de la musique sérielle. Gravesaner Blätter 1, 2–4 (1955) Xenakis, I.: La crise de la musique sérielle. Gravesaner Blätter 1, 2–4 (1955)
29.
go back to reference Xenakis, I.: Formalized Music: Thought and Mathematics in Composition. Indiana University Press, Bloomington (1971) Xenakis, I.: Formalized Music: Thought and Mathematics in Composition. Indiana University Press, Bloomington (1971)
Metadata
Title
Creating a Digital Mirror of Creative Practice
Author
Colin G. Johnson
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-72914-1_28

Premium Partner