Call for Papers — ACM Computers in Entertainment — Special Issue on Musical Metacreation
Musical Metacreation (MuMe) is an emerging term describing the body of research concerned with the automation of any or all aspects of musical creativity. It looks to bring together and build upon existing academic fields such as algorithmic composition, generative music, machine musicianship and live algorithms. It is understood as a branch of computational creativity, the study of autonomous systems that produce outputs that, if a human were to have produced them, would be deemed creative. It involves a broad community across research, practice and industry, with a growing body of literature that shows the automation of creative processes to be an active reality, not a distant research objective. The consolidation of these various strands of research in an active community is timely, as creative music software flourishes, creative digital music practice becomes ever more nuanced and innovative, and big-data and artificial intelligence expand their reach into a growing number of areas of human activity, the creative arts being no exception. These developments are set against a backdrop of philosophical enquiry into how the automation of creativity sheds light on human creativity and the possibility of artificial creativity.
Emerging trends in current research include: an increased awareness of HCI techniques in studying and improving computationally creative systems; advances in the automation of evaluation and conceptual representation in computationally creative systems; deep learning; the weaving together of big-data services and web-technologies into collaborative and open-ended frameworks for computational creativity; automating the composition of longer temporal structures and less traditional aspects of musical creativity such as timbre. The purpose of this special issue is to provide an update on these aspects and more as the field becomes increasingly applied and practiced.
This special issue of ACM Computers in Entertainment, associate-edited by Dr. Shlomo Dubnov (University of California in San Diego) and guest-edited by Dr Oliver Bown (Design Lab, University of Sydney), Dr Philippe Pasquier (SIAT, Simon Fraser University) and Dr Arne Eigenfeldt (SCA, Simon Fraser University), invites contributions of substantial research in any area relevant to musical metacreation.
We welcome papers on any of the following themes:
Representation and Algorithms for MuMe
Novel representations of musical information
Advances or applications of AI, machine learning, and statistical techniques for generative music
Advances or applications of evolutionary computing or agent and multiagent-based systems for generative music
Big data, crowdsourcing and distributed approaches in musical metacreation
Systems and Applications of MuMe
Systems for autonomous or interactive music composition
Systems for automatic generation of expressive musical interpretation
Systems for learning or modelling music style and structure
Systems for intelligently remixing or recombining musical material
Online musical systems (i.e. systems with a real-time element)
Adaptive and generative music in video games
Techniques and systems for supporting human musical creativity
Applications of musical metacreation for digital entertainment: sound design, soundtracks, interactive art, etc.
Evaluation of MuMe
Methodologies for qualitative or quantitative evaluation of MuMe
Studies reporting on the evaluation of MuMe
Theory, and Social Impact of MuMe
Computational models of human musical creativity
Discussion of new genres and communities of practice related to MuMe
Socio-economic impact, authorship and legal implications of MuMe
For an idea of MuMe relevant material please review the proceedings of the Musical Metacreation Workshop. The workshop has been running since 2012 as part of the AAAI's AI in Interactive Digital Entertainment (AIIDE) conference: http://www.aaai.org/Library/Workshops/workshops-library.php (search within this page for "Musical Metacreation").
Submit an Expression of Interest
Only authors who submit an expression of interest will be considered for the special issue.
Expressions of interest should include a paper outline of 500-1000 words, as well as a biography for all authors of 200 words in total.
Paper outlines should discuss your previous work in the area, a summary of the novel contribution of the paper, and a statement of the work’s significance to the MuMe field.
Please email your expression in PDF form to firstname.lastname@example.org.
Expressions of interest due: January 9th 2014.
Response to expressions: on or before January 26th 2015.
Final papers due: May 1st 2015.
Editors decisions announced: July 3rd 2015.
Submission of final camera-ready copies: September 4th 2015.
Publication date TBC.
Submission instructions for final manuscripts will be provided along with the editors' response to expressions. General submission guidelines can be found here http://cie.acm.org/submission-guidelines/.
Please contact Oliver Bown (email@example.com) if you have any further questions.
School of Interactive Arts and Technology,
Faculty of Communication, Art and Technology,
Simon Fraser University, Vancouver, Canada.
Mobile: +1 778-989-1240 | Phone: +1 778-782-8546
Email: firstname.lastname@example.org | http://www.sfu.ca/pasquier
Skype: pasquierphilippe | http://www.metacreation.net
http://isea2015.org/ | http://www.metacreation.net/mume/
http://moco.iat.sfu.ca/ | http://movingstories.ca/