Evaluating Musical Metacreation in a Live Performance Context

We present an evaluation study of several musical metacreations. An audience that attended a public concert of music performed by string quartet, percussion, and Disklavier was asked to participate in a study to determine its success: 46 complete surveys were returned. Ten compositions, by two composer/programmers, were created by five different software systems. For purposes of validation, two of these works were human-composed, while a third was computerassisted: the audience was not informed which compositions were human-composed. We briefly discuss the different systems, and present the artistic intent of each work, the methodology used in gathering audience responses, and the interpreted results of our analyses.

[1]  Mitchell Whitelaw,et al.  Metacreation: Art and Artificial Life , 2004 .

[2]  Simon Colton,et al.  Creativity Versus the Perception of Creativity in Computational Systems , 2008, AAAI Spring Symposium: Creative Intelligent Systems.

[3]  Anna Jordanous Evaluating Evaluation: Assessing Progress in Computational Creativity , 2011 .

[4]  Geraint A. Wiggins,et al.  Towards A Framework for the Evaluation of Machine Compositions , 2001 .

[5]  Arne Eigenfeldt,et al.  Realtime Generation of Harmonic Progressions Using Constrained Markov Selection , 2010, ICCC.

[6]  Arne Eigenfeldt,et al.  Hierarchical Sequential Memory for Music: A Cognitive Model , 2009, ISMIR.

[7]  Graeme Ritchie,et al.  Some Empirical Criteria for Attributing Creativity to a Computer Program , 2007, Minds and Machines.

[8]  M. Boden The creative mind : myths & mechanisms , 1991 .

[9]  Arne Eigenfeldt,et al.  Corpus-based recombinant composition using a genetic algorithm , 2012, Soft Computing.

[10]  Arne Eigenfeldt,et al.  Populations of Populations: Composing with Multiple Evolutionary Algorithms , 2012, EvoMUSART.

[11]  Arne Eigenfeldt,et al.  The Evolution of Evolutionary Software: Intelligent Rhythm Generation in Kinetic Engine , 2009, EvoWorkshops.

[12]  Margaret A. Boden,et al.  The Creative Mind - Myths and Mechanisms (2. ed.) , 2003 .

[13]  Simon Colton,et al.  Evaluating Machine Creativity , 2001 .

[14]  Barry Truax,et al.  Capturing musical knowledge in software systems , 1991 .