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The neglected user in music information retrieval research

Markus Schedl, Arthur Flexer, Julián Urbano
2013 Journal of Intelligent Information Systems  
In the fields of Music Information Retrieval (MIR) and Music Recommendation in particular, user-centric algorithms should ideally provide music that perfectly fits each individual listener in each imaginable  ...  In this article, we investigate and discuss literature on the topic of user-centric music retrieval and reflect on why the breakthrough in this field has not been achieved yet.  ...  Open Access This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s)  ... 
doi:10.1007/s10844-013-0247-6 fatcat:ww3j3ccngbgxfgup67cabrkxai

MIR Evaluation Practices [article]

Marius Miron, Lorenzo Porcaro
2021 Zenodo  
Slides for the lesson on "MIR Evaluation Practices", prepared for the Music Information Retrieval course of the Master in Sound and Music Computing organized by the Music Technology Group (Universitat  ...  The neglected user in music information retrieval research.  ...  The neglected user in music information retrieval research. Journal of Intelligent Information Systems, 41(3), 523-539. J., Schedl, M., & Serra, X. (2013).  ... 
doi:10.5281/zenodo.4611731 fatcat:t6hvgvqc3vekbhcyz45hfcwngq

Preface to the Special Issue on user modeling for personalized interaction with music

Marko Tkalčič, Markus Schedl, Peter Knees
2020 User modeling and user-adapted interaction  
His main research interests include web and social media mining, data analytics, information retrieval, recommender systems, multimedia, and music information research.  ...  He co-authored the book "Music Similarity and Retrieval: An Introduction to Audio-and Web-based Strategies" published in the Springer Information Retrieval series and contributed to the chapter on "Music  ... 
doi:10.1007/s11257-020-09264-6 fatcat:fsrgzag6tbfwjcvngbhu4ormye

Allowing for equal opportunities for artists in music recommendation [article]

Christine Bauer
2019 arXiv   pre-print
While the major problem may lie deep in our society, music information retrieval contributes to promoting diversity or may create unequal opportunities for artists.  ...  Thus, research needs to investigate the various reasons that hinder equal opportunity and diversity in music recommendation.  ...  THE NEGLECTED ARTIST IN MUSIC INFORMATION RETRIEVAL In the music information retrieval (MIR) community (and related communities), research on diversity typically takes the perspective of the system-for  ... 
arXiv:1911.05395v1 fatcat:ldakezpldbby5b43ehyasfgqra

Introduction to the Special Collection "20th Anniversary of ISMIR"

Arthur Flexer, Florence Levé, Geoffroy Peeters, Julián Urbano
2020 Transactions of the International Society for Music Information Retrieval  
Putting together this Special Issue The International Society for Music Information Retrieval Conference (ISMIR) is now the world's leading research forum on processing, searching, organising and accessing  ...  The article "Music Information Retrieval and Contemporary Classical Music: A Successful Failure" by Carmine-Emanuele Cella tells a very personal story of using MIR results and tools in the context of contemporary  ...  Competing Interests All four authors are members of the editorial board of the Transactions of the International Society for Music Information Retrieval.  ... 
doi:10.5334/tismir.78 fatcat:r6x3y3qgqrcmvaeaflsg2gyhym

MIRrors: Music Information Research reflects on its future

Perfecto Herrera-Boyer, Fabien Gouyon
2013 Journal of Intelligent Information Systems  
Acknowledgements We acknowledge the support of the MIReS project (, funded by the European Commission, FP7, ICT-2011.1.5 Networked Media and Search Systems, grant agreement No 287711  ...  Two complementary papers have directly addressed "users" in MIR: "Toward an understanding of the history and impact of user studies in music information retrieval" and "The neglected user in Music Information  ...  The International Symposium on Music Information Retrieval held in Plymouth, MA, in 2000 can be informally considered the foundational event, where many of the participants with backgrounds in consolidated  ... 
doi:10.1007/s10844-013-0275-2 fatcat:whota432q5cwbpwsl74aw272oe

Advanced Information Retrieval

Fuji Ren, David B. Bracewell
2009 Electronical Notes in Theoretical Computer Science  
In this paper we explore some of the most important areas of advanced information retrieval.  ...  Multimedia information retrieval deals with finding media other than text, i.e. music and pictures.  ...  As the researchers in the multimedia information retrieval field have come to find out, future systems must make user satisfaction one of their top priorities.  ... 
doi:10.1016/j.entcs.2008.12.082 fatcat:77tbcdwnqfdylkmb2inrbpdjda

Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come

Peter Knees, Markus Schedl, Masataka Goto
2019 Zenodo  
Providing means to assist the user in finding music is one of the original motivations underlying the research field known as Music Information Retrieval (MIR).  ...  Therefore, already the first edition of ISMIR in the year 2000 called for papers addressing the topic of "User interfaces for music IR".  ...  With its origins in Information Retrieval research (cf. [5] ), one of the original motivations underlying MIR was indeed to develop technology and provide means to assist the user in finding music.  ... 
doi:10.5281/zenodo.3527737 fatcat:kaj6hodbfjdyhodl5avk2ciloq

Hooked on Music Information Retrieval

W. Bas de Haas, Frans Wiering
2010 Empirical Musicology Review  
& Locate project on Music Information Retrieval (MIR).  ...  This article provides a reply to "Lure(d) into listening: The potential of cognition-based music information retrieval," in which Henkjan Honing discusses the potential impact of his proposed Listen, Lure  ...  A BRIEF OUTLINE OF MUSIC INFORMATION RETRIEVAL The MIR research community is shaped to a large extent by the International Society for Music Information Retrieval (ISMIR [4]; Downie, Byrd, & Crawford,  ... 
doi:10.18061/1811/48551 fatcat:fwjbaurribbpleoxljblhlvvgi


Freeman Sophie Olivia
2019 Selected Papers of Internet Research, SPIR  
The research explored the process through which Spotify automates discovery by incorporating established methods of music consumption, and demonstrated that music recommendation systems such as Spotify  ...  This paper builds on research which critically examined the music recommendation system that powers Spotify and its many discovery features.  ...  Identified by Schedl et. al (2018) as an emerging research agenda in the field of music information retrieval (MIR), this research aligns itself with the idea of a ' beyond-accuracy' evaluation of music  ... 
doi:10.5210/spir.v2019i0.10962 fatcat:nvyxekb2r5f4vgfulhb6kiia3i

Intelligent User Interfaces for Music Discovery

Peter Knees, Markus Schedl, Masataka Goto
2020 Transactions of the International Society for Music Information Retrieval  
Assisting the user in finding music is one of the original motivations that led to the establishment of Music Information Retrieval (MIR) as a research field.  ...  This encompasses classic Information Retrieval inspired access to music repositories that aims at meeting an information need of an expert user.  ...  Introduction With its origins in Information Retrieval research, a fundamental goal of Music Information Retrieval (MIR) as a dedicated research field in the year 2000 was to develop technology to assist  ... 
doi:10.5334/tismir.60 fatcat:clhfsnzwxzgu3bjtkxf3fyws7u

Relevance feedback in an adaptive space with one-class SVM for content-based music retrieval

Gang Chen, Tianjiang Wang, Perfecto Herrera
2008 2008 International Conference on Audio, Language and Image Processing  
Since one-class SVM only concerns the relevant examples and neglects useful information from irrelevant examples provided by the user, an adaptive space is proposed using both relevant and irrelevant examples  ...  In this paper, we develop a novel scheme to content-based music retrieval, using relevance feedback with One-class Support vector Machine (SVM).  ...  The work reported here was done in the Music Technology Group (MTG), Universitat Pompeu Fabra.  ... 
doi:10.1109/icalip.2008.4590180 fatcat:svljkjtatjf2xed7g2mvxndtgq

Moody Blues: The Social Web, Tagging, and Nontextual Discovery Tools for Music

Gwen Evans, Susannah Cleveland
2008 Music Reference Services Quarterly  
A common thread in discussions about the Next Generation Catalog is that it should incorporate features beyond the mere textual, one-way presentation of data.  ...  At the same time, traditional textual description of music materials often prohibits effective use of the catalog by both specialists and non-specialists alike.  ...  Music libraries and music catalogs are usually designed with practitioners -users proficient in reading and making music -in mind, as are most serious music information retrieval systems.  ... 
doi:10.1080/10588160802541210 fatcat:vn6l4zow6ndj3eoim4ms3dwuvq

Music Information Retrieval: Recent Developments and Applications

Markus Schedl, Emilia Gómez, Julián Urbano
2014 Foundations and Trends in Information Retrieval  
We provide a survey of the field of Music Information Retrieval (MIR), in particular paying attention to latest developments, such as semantic auto-tagging and user-centric retrieval and recommendation  ...  Subsequently, we review current work on user analysis and modeling in the context of music recommendation and retrieval, addressing the recent trend towards user-centric and adaptive approaches and systems  ...  The authors would further like to thank Masataka Goto, Mohamed Sordo, and Edith Law for granting permission to include their visual material in this survey, and Juan J.  ... 
doi:10.1561/1500000042 fatcat:c5tjdcy3xrfqvp6isnktbr6lpy

Augmenting virtual-reality environments with social-signal based music content

Ioannis Karydis, Ioannis Deliyannis, Andreas Floros
2011 2011 17th International Conference on Digital Signal Processing (DSP)  
Virtual environments and computer games incorporate music in order to enrich the audiovisual experience and further immerse users.  ...  In this work, we introduce a framework for the selection and incorporation of user preferable musical data into interactive virtual environments and games.  ...  Music Information Research Following the definition provided by Futrelle and Downie [18] , music information retrieval research is a rapidly growing interdisciplinary area encompassing computer science  ... 
doi:10.1109/icdsp.2011.6004944 fatcat:p5biaw2devd3ha7hemye4nzmgq
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