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[AUDITORY] Extended deadline: MML 2017 10th International Workshop on Machine Learning and Music
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- Subject: [AUDITORY] Extended deadline: MML 2017 10th International Workshop on Machine Learning and Music
- From: Rafael Ramirez Melendez <rafael.ramirez@xxxxxxx>
- Date: Mon, 3 Jul 2017 09:44:18 +0200
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[apologies for multiple postings]
Submission deadline extension: July 15, 2017
Call for Papers
MML 2016: 9th International Workshop on Machine Learning and Music
http://musml.weebly.com
October 6, 2017 Barcelona
MOTIVATION
Machine learning has permeated nearly every area of music informatics,
driven by a profusion of recordings available in digital audio formats,
steady improvements to the accessibility and quality of symbolic
corpora, availability of powerful algorithms in standard machine
learning toolboxes, and theoretical advances in machine learning and
data mining. As complexity of the problems investigated by researchers
on machine learning and music increases, there is a need to develop new
algorithms and methods to solve these problems. As a consequence,
research on machine learning and music is an active and growing field
reflected in international meetings such as the International Workshops
on Machine Learning and Music (MML): MML2008 (Helsinki, Finland),
MML2009 (Bled, Slovenia), MML2010 (Florence, Italy), MML2011 (Sierra
Nevada, Spain), MML2012 (Edinburgh, Scotland), MML2013 (Prague, Czech
Republic), MML2014 (Barcelona, Spain), MML2015 (Vancouver, Canada), and
MML2016 (Riva del Garda, Italy).
SPECIAL THEME: INTELLIGENT MUSIC LEARNING SYSTEMS
Machine learning holds great potential for enhancing music learning.
For MML2017, in addition to general topics in music and machine
learning, we warmly welcome contributions describing applications of
machine learning for technology-enhanced music learning.
TOPICS
Papers in all applications on music and machine learning are welcome,
including but not limited to
intelligent music learning systems
machine learning applications to music learning
automatic classification of music (audio and MIDI)
style-based interpreter recognition
automatic composition and improvisation
music recommender systems, genre and tag prediction
score alignment
polyphonic pitch detection
chord extraction
pattern discovery
music analysis
beat tracking
expressive performance modeling
similarity
Audio demonstrations are encouraged when indicated by the content of the
paper.
IMPORTAT DATES
Paper Submission Deadline: July 15, 2017
Acceptance Notification: July 30, 2017
Final versions due: August 10, 2017
Workshop Date: October 6, 2017
SUBMISSIONS OF PAPERS
Papers of up to 5 printed pages in LNCS format are welcome. Submissions
will be evaluated according to their originality and relevance to the
workshop, and should include author names, affiliations, contact
information, and an abstract of 60-100 words. Contributions should be in
PDF format and submitted by Easychair. LNCS format details can be found
here.
REGISTRATION
Registration to the Workshop will be free of charge. However, the
workshop has a limited number of places for non presenters,
SPECIAL ISSUE
A special issue of a journal based on selected papers from the workshop
is planned.
ORGANISERS
Rafael Ramirez, Universitat Pompeu Fabra, Spain
Darrell Conklin, University of the Basque Country, Spain
José Manuel Iñesta, University of Alicante, Spain
PROGRAMME COMMITTEE
Darrell Conklin (University of the Basque Country, Spain)
Dorien Herremans (Queen Mary University of London, UK)
Emmanouil Benetos (Queen Mary University of London, UK)
Gualtiero Volpe (University of Genoa, Italy)
Hendrik Purwins (Aalborg University, Denmark)
Kerstin Neubarth (Canterbury Christ Church University, UK)
José Manuel Iñesta (University of Alicante, Spain)
Maarten Grachten (Austrian Research Institute for Artificial
Intelligence, Austria)
Maria Cristina Marinescu (Barcelona Supercomputing Centre, Spain)
Miguel Molina (Imperial College London, UK)
Peter van Kranenburg (Meertens Institute, Netherlands)
Rafael Ramirez (Universitat Pompeu Fabra, Spain)
Sergio Giraldo (Universitat Pompeu Fabra, Spain)
Pierre Ponce de Leon (University of Alicante, Spain)
Victor Padilla (International University of la Rioja, Spain)
Zacharias Vamvakousis (Universitat Pompeu Fabra, Spain)