2020

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Data Cleansing with Contrastive Learning for Vocal Note Event Annotations
Gabriel Meseguer-Brocal | Rachel M. Bittner | Simon Durand | Brian Brost
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Generalized Metrics for Single-f0 Estimation Evaluation
Rachel M. Bittner | Juan J. Bosch
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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mirdata: Software for Reproducible Usage of Datasets
Rachel M. Bittner | Magdalena Fuentes | David Rubinstein | Andreas Jansson | Keunwoo Choi | Thor Kell
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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Vocals in Music Matter: the Relevance of Vocals in the Minds of Listeners
Andrew M. Demetriou | Andreas Jansson | Aparna Kumar | Rachel M. Bittner
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 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

2017

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Singing Voice Separation with Deep U-Net Convolutional Networks
Andreas Jansson | Eric J. Humphrey | Nicola Montecchio | Rachel M. Bittner | Aparna Kumar | Tillman Weyde
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music
Eric J. Humphrey | Nicola Montecchio | Rachel M. Bittner | Andreas Jansson | Tristan Jehan
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Automatic Playlist Sequencing and Transitions
Rachel M. Bittner | Minwei Gu | Gandalf Hernandez | Eric J. Humphrey | Tristan Jehan | Hunter McCurry | Nicola Montecchio
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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A Comparison of Melody Extraction Methods Based on Source-Filter Modelling
Juan J. Bosch | Rachel M. Bittner | Justin Salamon | Emilia Gómez
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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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

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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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