2020

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Few-shot Drum Transcription in Polyphonic Music
Yu Wang | Justin Salamon | Mark Cartwright | Nicholas J. Bryan | Juan Pablo Bello
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Adversarial Learning for Improved Onsets and Frames Music Transcription
Jong Wook Kim | Juan Pablo Bello
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning
Magdalena Fuentes | Lucas Maia | Martín Rocamora | Luiz W. P. Biscainho | Hélène Camille Crayencour | Slim Essid | Juan Pablo Bello
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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GuitarSet: A Dataset for Guitar Transcription
Qingyang Xi | Rachel M. Bittner | Johan Pauwels | Xuzhou Ye | Juan Pablo Bello
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking
Magdalena Fuentes | Brian McFee | Hélène C. Crayencour | Slim Essid | Juan Pablo Bello
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Structured Training for Large-Vocabulary Chord Recognition
Brian McFee | Juan Pablo Bello
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets
Justin Salamon | Rachel M. Bittner | Jordi Bonada | Juan J. Bosch | Emilia Gómez | Juan Pablo Bello
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Deep Salience Representations for F0 Estimation in Polyphonic Music
Rachel M. Bittner | Brian McFee | Justin Salamon | Peter Li | Juan Pablo Bello
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Systematic Exploration of Computational Music Structure Research
Oriol Nieto | Juan Pablo Bello
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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Four Timely Insights on Automatic Chord Estimation
Eric J. Humphrey | Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Melody Extraction by Contour Classification
Rachel M. Bittner | Justin Salamon | Slim Essid | Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Hierarchical Evaluation of Segment Boundary Detection
Brian McFee | Oriol Nieto | Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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A Software Framework for Musical Data Augmentation
Brian McFee | Eric J. Humphrey | Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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JAMS: A JSON Annotated Music Specification for Reproducible MIR Research
Eric J. Humphrey | Justin Salamon | Oriol Nieto | Jon Forsyth | Rachel M. Bittner | Juan Pablo Bello
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music
Oriol Nieto | Morwaread Mary Farbood | Tristan Jehan | Juan Pablo Bello
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research
Rachel M. Bittner | Justin Salamon | Mike Tierney | Matthias Mauch | Chris Cannam | Juan Pablo Bello
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Data Driven and Discriminative Projections for Large-Scale Cover Song Identification
Eric J. Humphrey | Oriol Nieto | Juan Pablo Bello
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics
Eric J. Humphrey | Juan Pablo Bello | Yann LeCun
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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Compressing Music Recordings into Audio Summaries
Oriol Nieto | Eric J. Humphrey | Juan Pablo Bello
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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A Feature Smoothing Method for Chord Recognition Using Recurrence Plots
Taemin Cho | Juan Pablo Bello
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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Identifying Repeated Patterns in Music Using Sparse Convolutive Non-negative Matrix Factorization
Ron J. Weiss | Juan Pablo Bello
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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Grouping Recorded Music by Structural Similarity
Juan Pablo Bello
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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ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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Audio-Based Cover Song Retrieval Using Approximate Chord Sequences: Testing Shifts, Gaps, Swaps and Beats
Juan Pablo Bello
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2006

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The Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals
Chris Cannam | Christian Landone | Mark B. Sandler | Juan Pablo Bello
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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A Robust Mid-Level Representation for Harmonic Content in Music Signals
Juan Pablo Bello | Jeremy Pickens
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2004

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Fast labelling of notes in music signals
Paul Brossier | Juan Pablo Bello | Mark D. Plumbley
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

2002

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Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach
Jeremy Pickens | Juan Pablo Bello | Tim Crawford | Matthew J. Dovey | Giuliano Monti | Mark B. Sandler
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings

2000

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Techniques for Automatic Music Transcription
Juan Pablo Bello | Giuliano Monti | Mark B. Sandler
ISMIR 2000, 1st International Symposium on Music Information Retrieval, Plymouth, Massachusetts, USA, October 23-25, 2000, Proceedings

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