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CfP: Journal of New Music Research - Special Issue on Music and Machine Learning
[apologies for multiple postings]
Call for Papers
Journal of New Music Research
Special Issue on Music and Machine Learning
Guest editors R.Ramirez and D.Conklin
Machine learning has permeated nearly every area of music informatics, driven by the explosion of music in audio digital formats, the steady increase in size and availability of symbolic corpora, and the design and application of powerful machine learning algorithms for music.
To provide a collection of the highest quality work in machine learning and music, the prestigious Journal of New Music Research will host a Special Issue on Music and Machine Learning to appear in 2011.
We invite contributions describing machine learning approaches to music processing including, but not limited to:
• Music Classification
• Music Generation
• Sound Synthesis and Analysis
• Formal Music Analysis
• Computational Musicology / Ethnomusicology
• Music Knowledge Representation and Machine Learning
• Psychoacoustics and Music Perception
• Aesthetics, Philosophy and Criticism of Music
• Algorithmic Composition
• Interactive Performance Systems
• Digital Audio Signal Processing
• Cover Song Detection
• Expressive Music Performance
• Harmonic Analysis
• Chord Extraction from Audio
Submissions must provide a thorough background on the music problem under study, a sufficient description of the machine learning method employed, including algorithmic aspects where appropriate, and a strong evaluation of results. We welcome submissions employing either symbolic or audio data, and also encourage methods that bridge the symbolic/audio junction.
Submissions must follow the style and formatting guidelines of the Journal of New Music Research, and must be submitted through the Journal's Manuscript Central Site (not to the editors directly). On the Manuscript Type menu, authors should indidate "SI - Music and Machine Learning".
Submissions should be roughly 6,000 words in length. This translates roughly to 16 pages using latex fullpage/12pt/a4paper/doublespacing. To be considered for the Special Issue, submissions must be received no later than October 1, 2010.
October 1, 2010 deadline for manuscript submission
December 15, 2010 responses to authors
March 1, 2011 camera ready papers due
2nd half 2011 Special Issue in print
Questions and queries regarding the suitability of topics/research to the Special Issue should be directed to the Guest Editors:
Universitat Pompeu Fabra, Barcelona, Spain
rafael.ramirez at upf dot edu
Universidad del País Vasco, San Sebastián, Spain
darrell_conklin at ehu dot es