Rachel M. Bittner

2024

I Can Listen but Cannot Read: An Evaluation of Two-Tower Multimodal Systems for Instrument Recognition.

Yannis Vasilakis|Rachel M. Bittner|Johan Pauwels

Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2022

Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

International Society for Music Information Retrieval Conference (ISMIR) 2022

2020

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

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

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

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

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

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

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

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

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

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

2016

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

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

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

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