CALL FOR PAPERS
MOTIVATION
Machine learning and artificial intelligence have 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 the
complexity of the problems investigated by researchers on
machine learning and music increases, there is a need to
develop new algorithms and methods. 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): 2008 (ICML, Helsinki, Finland), 2009 (ECML, Bled,
Slovenia), 2010 (ACM-MM, Florence, Italy), 2011 (NIPS,
Sierra Nevada, Spain), 2012 (ICML, Edinburgh, Scotland),
2013 (ECML/PKDD, Prague, Czech Republic), 2014 (Barcelona,
Spain), 2015 (ISEA, Vancouver, Canada), 2016 (ECML/PKDD,
Riva del Garda, Italy), 2017 (Barcelona, Spain), 2018 (ICML,
Stockholm, Sweden), 2019 (ECML, Würzburg, Germany), 2020
(ECML-PKDD, virtual), and 2021 (Barcelona and online)..
TOPICS
Papers in all applications on music and machine learning are
welcome, including but not limited to generative music
systems, 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, deep learning for
music processing.
Audio demonstrations are encouraged when indicated by the
content of the paper.
IMPORTANT DATES
Paper Submission Deadline: June 25, 2024
Acceptance Notification: July 15, 2024
Early Registration Deadline: July 26, 2024
Workshop Date: September 9, 2024
SUBMISSIONS OF PAPERS
Papers of 6 printed pages (including references) 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 via the ECML-PKDD
submission system. LNCS format details can be found here.
REGISTRATION
Registration to the Workshop will be handled by ECML/PKDD
2024. Please note that at least one author of each accepted
paper should register for the conference.
PROCEEDINGS
Accepted papers will be published by Springer Verlag under
their Communications in Computer and Information Science
(CCIS) series.
ORGANISERS
Rafael Ramirez, Universitat Pompeu Fabra, Spain (rafael.ramirez@xxxxxxx)
Darrell Conklin, University of the Basque Country, Spain (darrell.conklin@xxxxxxx)
José Manuel Iñesta, University of Alicante, Spain (inesta@xxxxxxxxxx)
PROGRAMME
COMMITTEE
David
Meredith (Aalborg University)
David
Rizo (Alicante School of Arts)
Darrell
Conklin (Universidad del Pais Vasco)
Dorien
Herremans (Singapore University of Technology and Design)
Ichiro
Fujinaga (McGill University)
Jan
Hajic jr (Charles University)
Jorge
Calvo-Zaragoza (University of Alicante)
Jose
Manuel Iñesta (University of Alicante)
Kjel
Lemstrom (University of Helsinki)
Lonce
Wyse (Universitat Pompeu Fabra)
Maarten
Grachten (independent Consultant)
Peter
Harrison (University of Cambridge)
Peter
van Kranenburg (Utrecht University)
Rafael
Ramirez (Universitat Pompeu Fabra)
Raquel
Lucena (Universitat Pompeu Fabra)