2022

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Giving shape to large digital libraries through exploratory data analysis
Peter Organisciak | Benjamin M. Schmidt | J. Stephen Downie
2022 Volume 73 Issue 2

2017

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The MIREX grand challenge: A framework of holistic user-experience evaluation in music information retrieval
Xiao Hu | Jin Ha Lee | David Bainbridge | Kahyun Choi | Peter Organisciak | J. Stephen Downie
2017 Volume 68 Issue 1

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A framework for evaluating multimodal music mood classification
Xiao Hu | Kahyun Choi | J. Stephen Downie
2017 Volume 68 Issue 2

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Exploring the Music Library Association Mailing List: A Text Mining Approach
Xiao Hu | Kahyun Choi | Yun Hao | Sally Jo Cunningham | Jin Ha Lee | Audrey Laplante | David Bainbridge | J. Stephen Downie
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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WiMIR: An Informetric Study On Women Authors In ISMIR
Xiao Hu | Kahyun Choi | Jin Ha Lee | Audrey Laplante | Yun Hao | Sally Jo Cunningham | J. Stephen Downie
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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MIREX Grand Challenge 2014 User Experience: Qualitative Analysis of User Feedback
Jin Ha Lee | Xiao Hu | Kahyun Choi | J. Stephen Downie
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Modified Perceptual Linear Prediction Liftered Cepstrum (MPLPLC) Model for Pop Cover Song Recognition
Ning Chen | J. Stephen Downie | Haidong Xiao | Yu Zhu | Jie Zhu
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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Ten Years of MIREX (Music Information Retrieval Evaluation eXchange): Reflections, Challenges and Opportunities
J. Stephen Downie | Xiao Hu | Jin Ha Lee | Kahyun Choi | Sally Jo Cunningham | Yun Hao
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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A Cross-Cultural Study on the Mood of K-POP Songs
Xiao Hu | Jin Ha Lee | Kahyun Choi | J. Stephen Downie
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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K-Pop Genres: A Cross-Cultural Exploration
Jin Ha Lee | Kahyun Choi | Xiao Hu | J. Stephen Downie
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Reuse, Remix, Repeat: the Workflows of MIR
Kevin R. Page | Benjamin Fields | David De Roure | Tim Crawford | J. Stephen Downie
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Second Fiddle is Important Too: Pitch Tracking Individual Voices in Polyphonic Music
Mert Bay | Andreas F. Ehmann | James W. Beauchamp | Paris Smaragdis | J. Stephen Downie
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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The Impact of MIREX on Scholarly Research (2005 - 2010)
Sally Jo Cunningham | David Bainbridge | J. Stephen Downie
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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How Significant is Statistically Significant? The case of Audio Music Similarity and Retrieval
Julián Urbano | J. Stephen Downie | Brian McFee | Markus Schedl
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2011

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Music Structure Segmentation Algorithm Evaluation: Expanding on MIREX 2010 Analyses and Datasets
Andreas F. Ehmann | Mert Bay | J. Stephen Downie | Ichiro Fujinaga | David De Roure
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

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Design and creation of a large-scale database of structural annotations
Jordan Bennett Louis Smith | John Ashley Burgoyne | Ichiro Fujinaga | David De Roure | J. Stephen Downie
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2010

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When Lyrics Outperform Audio for Music Mood Classification: A Feature Analysis
Xiao Hu | J. Stephen Downie
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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Lyric Text Mining in Music Mood Classification
Xiao Hu | J. Stephen Downie | Andreas F. Ehmann
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Evaluation of Algorithms Using Games: The Case of Music Tagging
Edith Law | Kris West | Michael I. Mandel | Mert Bay | J. Stephen Downie
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Evaluation of Multiple-F0 Estimation and Tracking Systems
Mert Bay | Andreas F. Ehmann | J. Stephen Downie
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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An Analysis of ISMIR Proceedings: Patterns of Authorship, Topic, and Citation
Jin Ha Lee | M. Cameron Jones | J. Stephen Downie
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Ten Years of ISMIR: Reflections on Challenges and Opportunities
J. Stephen Downie | Donald Byrd | Tim Crawford
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

2008

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Searching musical audio datasets by a batch of multi-variant tracks
Yi Yu | J. Stephen Downie | Lei Chen | Vincent Oria | Kazuki Joe
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008

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Audio Cover Song Identification: MIREX 2006-2007 Results and Analyses
J. Stephen Downie | Mert Bay | Andreas F. Ehmann | M. Cameron Jones
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

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The 2007 MIREX Audio Mood Classification Task: Lessons Learned
Xiao Hu | J. Stephen Downie | Cyril Laurier | Mert Bay | Andreas F. Ehmann
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

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Dynamic visualization of music classification systems
Kris West | J. Stephen Downie | Xiao Hu | M. Cameron Jones
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

2007

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Human Similarity Judgments: Implications for the Design of Formal Evaluations
M. Cameron Jones | J. Stephen Downie | Andreas F. Ehmann
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Preliminary Analyses of Information Features Provided by Users for Identifying Music
Jin Ha Lee | J. Stephen Downie | M. Cameron Jones
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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The Music Information Retrieval Evaluation Exchange "Do-It-Yourself" Web Service
Andreas F. Ehmann | J. Stephen Downie | M. Cameron Jones
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Creating a Simplified Music Mood Classification Ground-Truth Set
Xiao Hu | Mert Bay | J. Stephen Downie
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Exploring Mood Metadata: Relationships with Genre, Artist and Usage Metadata
Xiao Hu | J. Stephen Downie
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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A "do-it-yourself" evaluation service for music information retrieval systems
M. Cameron Jones | Mert Bay | J. Stephen Downie | Andreas F. Ehmann
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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Everyday Life Music Information-Seeking Behaviour of Young Adults
Audrey Laplante | J. Stephen Downie
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Factors Affecting Response Rates for Real-Life MIR Queries
Jin Ha Lee | M. Cameron Jones | J. Stephen Downie
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Exploiting Recommended Usage Metadata: Exploratory Analyses
Xiao Hu | J. Stephen Downie | Andreas F. Ehmann
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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Mining Music Reviews: Promising Preliminary Results
Xiao Hu | J. Stephen Downie | Kris West | Andreas F. Ehmann
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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"The Pain, the Pain": Modelling Music Information Behavior and the Songs We Hate
Sally Jo Cunningham | J. Stephen Downie | David Bainbridge
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview
J. Stephen Downie | Kris West | Andreas F. Ehmann | Emmanuel Vincent
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Challenges in Cross-Cultural/Multilingual Music Information Seeking
Jin Ha Lee | J. Stephen Downie | Sally Jo Cunningham
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Music-to-knowledge (M2K): a prototyping and evaluation environment for music information retrieval research
J. Stephen Downie | Andreas F. Ehmann | David K. Tcheng
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

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A sample of music information retrieval approaches
J. Stephen Downie
2004 Volume 55 Issue 12

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Visual Collaging Of Music In A Digital Library
David Bainbridge | Sally Jo Cunningham | J. Stephen Downie
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

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The International Music Information Retrieval Systems Evaluation Laboratory: Governance, Access and Security
J. Stephen Downie | Joe Futrelle | David K. Tcheng
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

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Survey Of Music Information Needs, Uses, And Seeking Behaviours: Preliminary Findings
Jin Ha Lee | J. Stephen Downie
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

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GREENSTONE as a Music Digital Library Toolkit
David Bainbridge | Sally Jo Cunningham | J. Stephen Downie
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

2003

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Report on the panels and workshops of the music information retrieval (MIR) and music digital library (MDL) evaluation frameworks project
J. Stephen Downie
2003 Volume 37 Issue 2

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Toward the scientific evaluation of music information retrieval systems
J. Stephen Downie
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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Chopin early editions: The construction and usage of a collection of digital scores
T. Olson | J. Stephen Downie
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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Analysis of queries to a Wizard-of-Oz MIR system: Challenging assumptions about what people really want
David Bainbridge | Sally Jo Cunningham | J. Stephen Downie
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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The TREC-like evaluation of music IR systems
J. Stephen Downie
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada

2002

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Toward a Theory of Music Information Retrieval Queries: System Design Implications
J. Stephen Downie | Sally Jo Cunningham
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings

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Representing Traditional Korean Music Notation in XML
Jin Ha Lee | J. Stephen Downie | Allen Renear
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings

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Interdisciplinary Communities and Research Issues in Music Information Retrieval
Joe Futrelle | J. Stephen Downie
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings

2001

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Whither MIR Research: Thoughts about the Future
J. Stephen Downie
ISMIR 2001, 2nd International Symposium on Music Information Retrieval, Indiana University, Bloomington, Indiana, USA, October 15-17, 2001, Proceedings

2000

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Evaluation of a simple and effective music information retrieval method
J. Stephen Downie | Michael J. Nelson
SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 24-28, 2000, Athens, Greece

1999

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Music Retrieval as Text Retrieval: Simple Yet Effective (poster abstract)
J. Stephen Downie
SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, August 15-19, 1999, Berkeley, CA, USA

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