Simon Dixon

2025

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Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
Yixiao Zhang|Yukara Ikemiya|Woosung Choi|Naoki Murata|Marco A. Martínez Ramírez|Liwei Lin|Gus Xia|Wei-Hsiang Liao|Yuki Mitsufuji|Simon Dixon
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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Introducing the TISMIR Education Track: What, Why, How?
Meinard Müller|Simon Dixon|Anja Volk|Bob L. T. Sturm|Preeti Rao|Mark Gotham
Transactions of the International Society for Music Information Retrieval (TISMIR) 2024 Volume 7 Issue 1
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MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling.
Andrew C. Edwards|Xavier Riley|Pedro Sarmento|Simon Dixon
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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GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model.
Xavier Riley|Zixun Guo|Andrew C. Edwards|Simon Dixon
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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From Audio Encoders to Piano Judges: Benchmarking Performance Understanding for Solo Piano.
Huan Zhang|Jinhua Liang|Simon Dixon
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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Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
International Society for Music Information Retrieval Conference (ISMIR) 2023
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PiJAMA: Piano Jazz with Automatic MIDI Annotations.
Drew Edwards|Simon Dixon|Emmanouil Benetos
Transactions of the International Society for Music Information Retrieval (TISMIR) 2023 Volume 6 Issue 1
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Modeling Harmonic Similarity for Jazz Using Co-occurrence Vectors and the Membrane Area.
Carey Bunks|Tillman Weyde|Simon Dixon|Bruno Di Giorgi
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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FiloBass: A Dataset and Corpus Based Study of Jazz Basslines.
Xavier Riley|Simon Dixon
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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Symbolic Music Representations for Classification Tasks: A Systematic Evaluation.
Huan Zhang|Emmanouil Karystinaios|Simon Dixon|Gerhard Widmer|Carlos Eduardo Cancino-Chacón
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model.
Yixiao Zhang|Junyan Jiang|Gus Xia|Simon Dixon
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance.
Huan Zhang|Jingjing Tang|Syed Rm Rafee|Simon Dixon|George Fazekas|Geraint A. Wiggins
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription.
Emir Demirel|Sven Ahlbäck|Simon Dixon
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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Filosax: A Dataset of Annotated Jazz Saxophone Recordings.
Dave Foster|Simon Dixon
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes.
Carlos Lordelo|Emmanouil Benetos|Simon Dixon|Sven Ahlbäck
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2019

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Characterising Confounding Effects in Music Classification Experiments through Interventions.
Francisco Rodríguez-Algarra|Bob L. T. Sturm|Simon Dixon
Transactions of the International Society for Music Information Retrieval (TISMIR) 2019 Volume 2 Issue 1

2018

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Editorial: Introducing the Transactions of the International Society for Music Information Retrieval.
Simon Dixon|Emilia Gómez|Anja Volk
Transactions of the International Society for Music Information Retrieval (TISMIR) 2018 Volume 1 Issue 1
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Two Web Applications for Exploring Melodic Patterns in Jazz Solos.
Klaus Frieler|Frank Höger|Martin Pfleiderer|Simon Dixon
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
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Understanding a Deep Machine Listening Model Through Feature Inversion.
Saumitra Mishra|Bob L. T. Sturm|Simon Dixon
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
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Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation.
Daniel Stoller|Sebastian Ewert|Simon Dixon
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Analysis of Interactive Intonation in Unaccompanied SATB Ensembles.
Jiajie Dai|Simon Dixon
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Geographical Origin Prediction of Folk Music Recordings from the United Kingdom.
Vytaute Kedyte|Maria Panteli|Tillman Weyde|Simon Dixon
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test.
Shengchen Li|Simon Dixon|Mark D. Plumbley
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Local Interpretable Model-Agnostic Explanations for Music Content Analysis.
Saumitra Mishra|Bob L. T. Sturm|Simon Dixon
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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An Attack/Decay Model for Piano Transcription.
Tian Cheng|Matthias Mauch|Emmanouil Benetos|Simon Dixon
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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Analysis of Vocal Imitations of Pitch Trajectories.
Jiajie Dai|Simon Dixon
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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Learning a Feature Space for Similarity in World Music.
Maria Panteli|Emmanouil Benetos|Simon Dixon
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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On the Evaluation of Rhythmic and Melodic Descriptors for Music Similarity.
Maria Panteli|Simon Dixon
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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Analysis and Classification of Phonation Modes In Singing.
Daniel Stoller|Simon Dixon
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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Analysis of Intonation Trajectories in Solo Singing.
Jiajie Dai|Matthias Mauch|Simon Dixon
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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Combining Features for Cover Song Identification.
Julien Osmalskyj|Peter Foster|Simon Dixon|Jean-Jacques Embrechts
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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Audio Chord Recognition with a Hybrid Recurrent Neural Network.
Siddharth Sigtia|Nicolas Boulanger-Lewandowski|Simon Dixon
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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Automating Annotation of Media with Linked Data Workflows.
Thomas Wilmering|Kevin R. Page|György Fazekas|Simon Dixon|Sean Bechhofer
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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An RNN-based Music Language Model for Improving Automatic Music Transcription.
Siddharth Sigtia|Emmanouil Benetos|Srikanth Cherla|Tillman Weyde|Artur S. d'Avila Garcez|Simon Dixon
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
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Drum Transcription via Classification of Bar-Level Rhythmic Patterns.
Lucas Thompson|Simon Dixon|Matthias Mauch
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
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Robust Joint Alignment of Multiple Versions of a Piece of Music.
Siying Wang|Sebastian Ewert|Simon Dixon
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013
International Society for Music Information Retrieval Conference (ISMIR) 2013
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A Deterministic Annealing EM Algorithm for Automatic Music Transcription.
Tian Cheng|Simon Dixon|Matthias Mauch
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013
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Do Online Social Tags Predict Perceived or Induced Emotional Responses to Music?
Yading Song|Simon Dixon|Marcus T. Pearce|Andrea R. Halpern
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Automatic Music Transcription: Breaking the Glass Ceiling.
Emmanouil Benetos|Simon Dixon|Dimitrios Giannoulis|Holger Kirchhoff|Anssi Klapuri
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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Multi-Template Shift-Variant Non-Negative Matrix Deconvolution for Semi-Automatic Music Transcription.
Holger Kirchhoff|Simon Dixon|Anssi Klapuri
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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Ranking Lyrics for Online Search.
Robert Macrae|Simon Dixon
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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A Corpus-based Study of Rhythm Patterns.
Matthias Mauch|Simon Dixon
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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Evaluation of Musical Features for Emotion Classification.
Yading Song|Simon Dixon|Marcus T. Pearce
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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Listening Level Changes Music Similarity.
Michael Terrell|György Fazekas|Andrew Simpson|Jordan B. L. Smith|Simon Dixon
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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Ethnographic Observations of Musicologists at the British Library: Implications for Music Information Retrieval.
Mathieu Barthet|Simon Dixon
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011
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The Temperament Police: The Truth, the Ground Truth, and Nothing but the Truth.
Simon Dixon|Dan Tidhar|Emmanouil Benetos
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011
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Guitar Tab Mining, Analysis and Ranking.
Robert Macrae|Simon Dixon
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011
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MIR in School? Lessons from Ethnographic Observation of Secondary School Music Classes.
Dan Stowell|Simon Dixon
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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Accurate Real-time Windowed Time Warping.
Robert Macrae|Simon Dixon
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010
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Approximate Note Transcription for the Improved Identification of Difficult Chords.
Matthias Mauch|Simon Dixon
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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Genre Classification Using Harmony Rules Induced from Automatic Chord Transcriptions.
Amelie Anglade|Rafael Ramírez|Simon Dixon
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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Using Musical Structure to Enhance Automatic Chord Transcription.
Matthias Mauch|Katy C. Noland|Simon Dixon
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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Characterisation of Harmony With Inductive Logic Programming.
Amelie Anglade|Simon Dixon
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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A Discrete Mixture Model for Chord Labelling.
Matthias Mauch|Simon Dixon
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
International Society for Music Information Retrieval Conference (ISMIR) 2007
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Discovering Chord Idioms Through Beatles and Real Book Songs.
Matthias Mauch|Simon Dixon|Christopher Harte|Michael A. Casey|Benjamin Fields
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2006

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Probabilistic Combination of Features for Music Classification.
Arthur Flexer|Fabien Gouyon|Simon Dixon|Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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MATCH: A Music Alignment Tool Chest.
Simon Dixon|Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2004

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Towards Characterisation of Music via Rhythmic Patterns.
Simon Dixon|Fabien Gouyon|Gerhard Widmer
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings
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Dance music classification: A tempo-based approach.
Fabien Gouyon|Simon Dixon
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

2003

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Classification of dance music by periodicity patterns.
Simon Dixon|Elias Pampalk|Gerhard Widmer
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings
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Exploring music collections by browsing different views.
Elias Pampalk|Simon Dixon|Gerhard Widmer
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings