Rachel M. Bittner

According to our database, Rachel M. Bittner authored at least 42 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluation of pretrained language models on music understanding.

Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels

CoRR, 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, 2024

LLark: A Multimodal Instruction-Following Language Model for Music.

Joshua Patrick Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

LLark: A Multimodal Foundation Model for Music.

Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner

CoRR, 2023

2022

Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082).

Meinard Müller, Rachel M. Bittner, Juhan Nam

Dagstuhl Reports, 2022

Few-Shot Musical Source Separation.

Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello

Proceedings of the IEEE International Conference on Acoustics, 2022

A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation.

Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Audio-Based Musical Version Identification: Elements and challenges.

Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà

IEEE Signal Process. Mag., 2021

vocadito: A dataset of solo vocals with f₀, note, and lyric annotations.

Rachel M. Bittner, Katherine Pasalo, Juan José Bosch, Gabriel Meseguer-Brocal, David Rubinstein

CoRR, 2021

Soundata: A Python library for reproducible use of audio datasets.

Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello

CoRR, 2021

Learned complex masks for multi-instrument source separation.

Andreas Jansson, Rachel M. Bittner, Nicola Montecchio, Tillman Weyde

CoRR, 2021

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, 2020

2019

Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research.

Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M. Bittner, Juan Pablo Bello

IEEE Signal Process. Mag., 2019

An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music.

Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew M. Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna M. Kruspe, Luwei Yang

IEEE Signal Process. Mag., 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, 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, 2019

Neural Music Synthesis for Flexible Timbre Control.

Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello

Proceedings of the IEEE International Conference on Acoustics, 2019

Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures.

Andreas Jansson, Rachel M. Bittner, Sebastian Ewert, Tillman Weyde

Proceedings of the 27th European Signal Processing Conference, 2019

2018

MDB-stem-synth.

Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello

Dataset, November, 2018

MDB-mf0-synth.

Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello

Dataset, November, 2018

MDB-melody-synth.

Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello

Dataset, November, 2018

MDB-bass-synth.

Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello

Dataset, November, 2018

Bach10-mf0-synth.

Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello

Dataset, November, 2018

Multitask Learning for Fundamental Frequency Estimation in Music.

Rachel M. Bittner, Brian McFee, Juan Pablo Bello

CoRR, 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, 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, 2018

2017

Pitch Contours as a Mid-Level Representation for Music Informatics.

Rachel M. Bittner, Justin Salamon, Juan J. Bosch, Juan Pablo Bello

Proceedings of the AES International Conference Semantic Audio 2017, 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, 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, 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, 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, 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, 2017

Towards the characterization of singing styles in world music.

Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Pitch contour tracking in music using Harmonic Locked Loops.

Rachel M. Bittner, Avery Wang, Juan Pablo Bello

Proceedings of the 2017 IEEE International Conference on Acoustics, 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, 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, 2015

Building a Harmonically Ecosystemic Machine: Combining Sonic Ecosystems with Models of Contemporary Harmonic Language.

Michael Musick, Jonathan P. Forsyth, Rachel M. Bittner

Proceedings of the Looking Back, 2015

Improving and Adapting Finite State Transducer Methods for Musical Accompaniment.

Jonathan P. Forsyth, Rachel M. Bittner, Michael Musick, Juan Pablo Bello

Proceedings of the Looking Back, 2015

Kernel Additive Modeling for interference reduction in multi-channel music recordings.

Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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, 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, 2014

Signal processing methods for removing the effects of whole-body vibration upon speech.

Rachel M. Bittner, Durand R. Begault

Proceedings of the IEEE International Conference on Acoustics, 2014