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Music Information Retrieval: Recent Developments and Applications

Kushal Dave, Vasudeva Varma
2014 Foundations and Trends in Information Retrieval  
Editorial Scope Topics Foundations and Trends R in Information Retrieval publishes survey and tutorial articles in the following topics: • Applications of IR Information for Librarians Foundations and  ...  The application of traditional information retrieval algorithm to retrieve ads from such noisy pages may lead to irrelevant ads.  ... 
doi:10.1561/1500000045 fatcat:zlqzjh2h5vgpdcj6f5yze64fk4

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

Music information retrieval

J. Stephen Downie
2005 Annual Review of Information Science and Technology  
Welcome friends and colleagues to the 2 nd Annual International Symposium on Music Information Retrieval -ISMIR 2001.  ...  We hope the information exchange fostered by this conference will facilitate innovation and enhance collaboration in this dynamic area of research. This year's program is rich in content and variety.  ...  I would also like to acknowledge the NSF/JISC IDLI and JISC DNER programmes which are funding the OMRAS and JAFER projects upon which this work is based.  ... 
doi:10.1002/aris.1440370108 fatcat:5v36lrlqbjfi5fkuxw3mzjyhhe

Hybrid music information retrieval

Peter Knees, Markus Schedl, Òscar Celma
2013 International Journal of Multimedia Information Retrieval  
In the past decade, research in Music Information Retrieval (MIR) has created a wealth of methods to extract latent musical information from the audio signal.  ...  This also calls for novel methods for user-centric evaluation of music retrieval systems.  ...  This Special Issue on "Hybrid Music Information Retrieval" highlights the newest developments in combining music content and context information.  ... 
doi:10.1007/s13735-013-0033-9 fatcat:bklygnizmjcytcwqumybifkq74

Affective Music Information Retrieval [article]

Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2015 arXiv   pre-print
(personalized) emotion recognition and emotion-based music retrieval.  ...  In consequence, the past decade witnessed a growing interest in modeling emotions from musical signals in the music information retrieval (MIR) community.  ...  This technology has emerged in recent years as a promising solution to deal with the huge amount of music information available digitally [1, 22, 30, 73] .  ... 
arXiv:1502.05131v1 fatcat:tytady6zsrdavb2hf5gxmt4kni

Evaluation in Music Information Retrieval

Julián Urbano, Markus Schedl, Xavier Serra
2013 Journal of Intelligent Information Systems  
The field of Music Information Retrieval has always acknowledged the need for rigorous scientific evaluations, and several efforts have set out to develop and provide the infrastructure, technology and  ...  The community recently acknowledged this problem and showed interest in addressing it, though it is not clear what to do to improve the situation.  ...  Conclusions Evaluation is a very important area of research in Information Retrieval that has received a lot of attention in recent years.  ... 
doi:10.1007/s10844-013-0249-4 fatcat:uslx5lxeyrge7b5utjv75yxk3q

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  ...  Already at the first ISMIR in 2000, David Huron presented a paper entitled "Perceptual and Cognitive Applications in Music Information Retrieval" (Huron, 2000) .  ... 
doi:10.18061/1811/48551 fatcat:fwjbaurribbpleoxljblhlvvgi

Body Movement In Music Information Retrieval

Rolf Inge Godøy, Alexander Refsum Jensenius
2009 Zenodo  
had many consequences for music analysis, music theory, and music information retrieval.  ...  that copies bear this notice and the full citation on the first page. c 2009 International Society for Music Information Retrieval.  ... 
doi:10.5281/zenodo.1416668 fatcat:mnbf4h2xenf3plwprxdh2qjjni

Music Information Retrieval and Contemporary Classical Music: A Successful Failure

Carmine-Emanuele Cella
2020 Transactions of the International Society for Music Information Retrieval  
This paper is about the story of my relationship, as a contemporary music composer, with computational tools that are situated in the areas of signal processing, machine learning and music information  ...  retrieval (MIR).  ...  Music information retrieval (MIR), while initially focused on extracting high-level information from music, has also evolved (among other directions) towards the development of computational tools to support  ... 
doi:10.5334/tismir.55 fatcat:rvytyjyozjf4jkeqnad6h5cyye

The music information retrieval evaluation exchange (2005–2007): A window into music information retrieval research

J. Stephen Downie
2008 Acoustical Science and Technology  
The Music Information Retrieval Evaluation eXchange (MIREX) is the community-based framework for the formal evaluation of Music Information Retrieval (MIR) systems and algorithms.  ...  There are many challenges facing MIREX and MIR research most of which have their root causes in the intellectual property issues surrounding music.  ...  Mellon Foundation and the National Science Foundation (NSF) under grants NSF IIS-0340597 and NSF IIS-0327371.  ... 
doi:10.1250/ast.29.247 fatcat:hkzmbphq3rdqjduhtyetxqvrjy

Musical information retrieval using melodic surface

Massimo Melucci, Nicola Orio
1999 Proceedings of the fourth ACM conference on Digital libraries - DL '99  
The automatic best-match and content-based retrieval of musical documents against musical queries is addressed in this paper.  ...  An experimental study reports on the results of indexing and retrieval tests using the vector-space model.  ...  Acknowledgements Massimo Melucci was partially supported by the INTER-DATA project from the Italian Ministry of University and Scientific Research and University of Padova.  ... 
doi:10.1145/313238.313293 dblp:conf/dl/MelucciO99 fatcat:dfcanltdhvhddaj7xdesfegmu4

Pitch-frequency histogram-based music information retrieval for Turkish music

Ali C. Gedik, Barış Bozkurt
2010 Signal Processing  
This study reviews the use of pitch histograms in music information retrieval studies for western and non-western music.  ...  We show in two applications, automatic tonic detection and makam recognition, that high dimensional pitchfrequency histogram representations can be successfully used in Music Information Retrieval (MIR  ...  Acknowledgment This work is supported by Scientific and Technological Research Council of Turkey, TÜ BİTAK (Project no: 107E024).  ... 
doi:10.1016/j.sigpro.2009.06.017 fatcat:bjwnyvo23rcorcfkrp3wg53aje

Using perceptually defined music features in music information retrieval [article]

Anders Friberg, Erwin Schoonderwaldt, Anton Hedblad, Marco Fabiani and Anders Elowsson
2014 arXiv   pre-print
Instead of using concepts from music theory such as tones, pitches, and chords, a set of nine features describing overall properties of the music was selected.  ...  They were chosen from qualitative measures used in psychology studies and motivated from an ecological approach.  ...  4 retrieves information that might be different from traditional concepts of music theory, such as the harmonic progression.  ... 
arXiv:1403.7923v1 fatcat:zweugkrgg5gk5mqwuxmclywx2a

Ethical Dimensions of Music Information Retrieval Technology

Andre Holzapfel, Bob L. Sturm, Mark Coeckelbergh
2018 Transactions of the International Society for Music Information Retrieval  
Acknowledgements The authors would like to thank Per-Anders Forstorp for comments and suggestions on an earlier version of this manuscript.  ...  This makes an analogous ethical framework for music information retrieval necessary, which examines the ethical implications of technology development for enriched music as a total social fact, and not  ...  First, recent developments in the music industry indicate a growing importance of MIR technology in music distribution.  ... 
doi:10.5334/tismir.13 fatcat:nfwggwcz5zdtbm47b2mz2aotda

Social Tagging and Music Information Retrieval

Paul Lamere
2008 Journal of New Music Research  
Captured in these tags is a great deal of information that is highly relevant to Music Information Retrieval (MIR) researchers including information about genre, mood, instrumentation, and quality.  ...  Unfortunately there is also a great deal of irrelevant information and noise in the tags.  ...  Acknowledgments Thanks to the many individuals that provided input and support including the management at Last.fm and Sun Microsystems Inc., Jeff Alexander, Jean-Julien Aucouturier, Thierry Bertin-Mahieux  ... 
doi:10.1080/09298210802479284 fatcat:ztwamgwh2ngd7mmntzlp6pl5u4
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