John Ashley Burgoyne

2025

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Fretboardflow: A Dual-Model Approach to Optimize Chord Voicings on the Guitar Fretboard.
Marcel A. Vélez Vásquez|Mariëlle Baelemans|Jonathan Driedger|John Ashley Burgoyne
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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HAISP: A Dataset of Human-AI Songwriting Processes From the AI Song Contest.
Lidia J. Morris|Rebecca Leger|Michele Newman|John Ashley Burgoyne|Ryan Groves|Natasha Mangal|Jin Ha Lee
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Exploring the Inner Mechanisms of Large Generative Music Models.
Marcel A. Vélez Vásquez|Charlotte Pouw|John Ashley Burgoyne|Willem H. Zuidema
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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Measuring the Eurovision Song Contest: A Living Dataset for Real-World MIR.
John Ashley Burgoyne|Janne Spijkervet|David J. Baker
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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Quantifying the Ease of Playing Song Chords on the Guitar.
Marcel A. Vélez Vásquez|Mariëlle Baelemans|Jonathan Driedger|Willem H. Zuidema|John Ashley Burgoyne
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Tailed U-Net: Multi-Scale Music Representation Learning.
Marcel A. Vélez Vásquez|John Ashley Burgoyne
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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We are Not Groupies⋯ We are Band Aids': Assessment Reliability in the AI Song Contest.
John Ashley Burgoyne|Hendrik Vincent Koops
Transactions of the International Society for Music Information Retrieval (TISMIR) 2021 Volume 4 Issue 1
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Cosine Contours: a Multipurpose Representation for Melodies.
Bas Cornelissen|Willem H. Zuidema|John Ashley Burgoyne
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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Contrastive Learning of Musical Representations.
Janne Spijkervet|John Ashley Burgoyne
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Mode classification and natural units in plainchant.
Bas Cornelissen|Willem H. Zuidema|John Ashley Burgoyne
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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A Simple Method for User-Driven Music Thumbnailing.
Arianne N. van Nieuwenhuijsen|John Ashley Burgoyne|Frans Wiering|Mick Sneekes
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2015

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Corpus Analysis Tools for Computational Hook Discovery.
Jan Van Balen|John Ashley Burgoyne|Dimitrios Bountouridis|Daniel Müllensiefen|Remco C. Veltkamp
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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On Comparative Statistics for Labelling Tasks: What can We Learn from MIREX ACE 2013?
John Ashley Burgoyne|W. Bas de Haas|Johan Pauwels
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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An Analysis of Chorus Features in Popular Song.
Jan Van Balen|John Ashley Burgoyne|Frans Wiering|Remco C. Veltkamp
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013
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Hooked: A Game For Discovering What Makes Music Catchy.
John Ashley Burgoyne|Dimitrios Bountouridis|Jan Van Balen|Henkjan Honing
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013
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Musicbrainz for The World: The Chilean Experience.
Gabriel Vigliensoni|John Ashley Burgoyne|Ichiro Fujinaga
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Digital Document Image Retrieval Using Optical Music Recognition.
Andrew Hankinson|John Ashley Burgoyne|Gabriel Vigliensoni|Alastair Porter|Jessica Thompson|Wendy Liu|Remi Chiu|Ichiro Fujinaga
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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Creating a large-scale searchable digital collection from printed music materials.
Andrew Hankinson|John Ashley Burgoyne|Gabriel Vigliensoni|Ichiro Fujinaga
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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An Expert Ground Truth Set for Audio Chord Recognition and Music Analysis.
John Ashley Burgoyne|Jonathan Wild|Ichiro Fujinaga
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
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Automatic Pitch Detection in Printed Square Notation.
Gabriel Vigliensoni|John Ashley Burgoyne|Andrew Hankinson|Ichiro Fujinaga
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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Evaluating the Genre Classification Performance of Lyrical Features Relative to Audio, Symbolic and Cultural Features.
Cory McKay|John Ashley Burgoyne|Jason Hockman|Jordan B. L. Smith|Gabriel Vigliensoni|Ichiro Fujinaga
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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Using ACE XML 2.0 to Store and Share Feature, Instance and Class Data for Musical Classification.
Cory McKay|John Ashley Burgoyne|Jessica Thompson|Ichiro Fujinaga
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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Additions and Improvements in the ACE 2.0 Music Classifier.
Jessica Thompson|Cory McKay|John Ashley Burgoyne|Ichiro Fujinaga
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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Enhanced Bleedthrough Correction for Early Music Documents with Recto-Verso Registration.
John Ashley Burgoyne|Johanna Devaney|Laurent Pugin|Ichiro Fujinaga
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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Gamera Versus Aruspix: Two Optical Music Recognition Approaches.
Laurent Pugin|Jason Hockman|John Ashley Burgoyne|Ichiro Fujinaga
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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A Comparative Survey of Image Binarisation Algorithms for Optical Recognition on Degraded Musical Sources.
John Ashley Burgoyne|Laurent Pugin|Greg Eustace|Ichiro Fujinaga
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
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A Cross-Validated Study of Modelling Strategies for Automatic Chord Recognition in Audio.
John Ashley Burgoyne|Laurent Pugin|Corey Kereliuk|Ichiro Fujinaga
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
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MAP Adaptation to Improve Optical Music Recognition of Early Music Documents Using Hidden Markov Models.
Laurent Pugin|John Ashley Burgoyne|Ichiro Fujinaga
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2006

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Extending Audacity for Audio Annotation.
Beinan Li|John Ashley Burgoyne|Ichiro Fujinaga
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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Learning Harmonic Relationships in Digital Audio with Dirichlet-Based Hidden Markov Models.
John Ashley Burgoyne|Lawrence K. Saul
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings