Signal processing methods for removing the effects of whole-body vibration upon speech. - Rachel M. Bittner; Durand R. Begault (ICASSP, 2014)

MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research. - Rachel M. Bittner; Justin Salamon; Mike Tierney; Matthias Mauch; Chris Cannam; Juan Pablo Bello (ISMIR, 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 (ISMIR, 2014)

Kernel Additive Modeling for interference reduction in multi-channel music recordings. - Thomas Prätzlich; Rachel M. Bittner; Antoine Liutkus; Meinard Müller (ICASSP, 2015)

Improving and Adapting Finite State Transducer Methods for Musical Accompaniment. - Jonathan P. Forsyth; Rachel M. Bittner; Michael Musick; Juan Pablo Bello (ICMC, 2015)

Building a Harmonically Ecosystemic Machine: Combining Sonic Ecosystems with Models of Contemporary Harmonic Language. - Michael Musick; Jonathan P. Forsyth; Rachel M. Bittner (ICMC, 2015)

Melody Extraction by Contour Classification. - Rachel M. Bittner; Justin Salamon; Slim Essid; Juan Pablo Bello (ISMIR, 2015)

A Comparison of Melody Extraction Methods Based on Source-Filter Modelling. - Juan J. Bosch; Rachel M. Bittner; Justin Salamon; Emilia Gómez (ISMIR, 2016)

Pitch contour tracking in music using Harmonic Locked Loops. - Rachel M. Bittner; Avery Wang; Juan Pablo Bello (ICASSP, 2017)

Towards the characterization of singing styles in world music. - Maria Panteli; Rachel M. Bittner; Juan Pablo Bello; Simon Dixon (ICASSP, 2017)

Automatic Playlist Sequencing and Transitions. - Rachel M. Bittner; Minwei Gu; Gandalf Hernandez; Eric J. Humphrey; Tristan Jehan; Hunter McCurry; Nicola Montecchio (ISMIR, 2017)

Deep Salience Representations for F0 Estimation in Polyphonic Music. - Rachel M. Bittner; Brian McFee; Justin Salamon; Peter Li; Juan Pablo Bello (ISMIR, 2017)

Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. - Eric J. Humphrey; Nicola Montecchio; Rachel M. Bittner; Andreas Jansson 001; Tristan Jehan (ISMIR, 2017)

Singing Voice Separation with Deep U-Net Convolutional Networks. - Andreas Jansson 001; Eric J. Humphrey; Nicola Montecchio; Rachel M. Bittner; Aparna Kumar; Tillman Weyde (ISMIR, 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 (ISMIR, 2017)

Pitch Contours as a Mid-Level Representation for Music Informatics. - Rachel M. Bittner; Justin Salamon; Juan J. Bosch; Juan Pablo Bello (Semantic Audio, 2017)

Vocals in Music Matter: the Relevance of Vocals in the Minds of Listeners. - Andrew M. Demetriou; Andreas Jansson 001; Aparna Kumar; Rachel M. Bittner (ISMIR, 2018)

GuitarSet: A Dataset for Guitar Transcription. - Qingyang Xi; Rachel M. Bittner; Johan Pauwels; Xuzhou Ye; Juan Pablo Bello (ISMIR, 2018)

Multitask Learning for Fundamental Frequency Estimation in Music. - Rachel M. Bittner; Brian McFee; Juan Pablo Bello (CoRR, 2018)

Bach10-mf0-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-bass-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-melody-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-mf0-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-stem-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures. - Andreas Jansson 001; Rachel M. Bittner; Sebastian Ewert; Tillman Weyde (EUSIPCO, 2019)

Neural Music Synthesis for Flexible Timbre Control. - Jong Wook Kim; Rachel M. Bittner; Aparna Kumar; Juan Pablo Bello (ICASSP, 2019)

Generalized Metrics for Single-f0 Estimation Evaluation. - Rachel M. Bittner; Juan J. Bosch (ISMIR, 2019)

mirdata: Software for Reproducible Usage of Datasets. - Rachel M. Bittner; Magdalena Fuentes; David Rubinstein; Andreas Jansson 001; Keunwoo Choi; Thor Kell (ISMIR, 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 001; Tristan Jehan; Bernhard Lehner; Anna M. Kruspe; Luwei Yang (IEEE Signal Process. Mag., 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)

Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. - Gabriel Meseguer-Brocal; Rachel M. Bittner; Simon Durand; Brian Brost (ISMIR, 2020)

Learned complex masks for multi-instrument source separation. - Andreas Jansson 001; Rachel M. Bittner; Nicola Montecchio; Tillman Weyde (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)

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)

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)

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 (ICASSP, 2022)

Few-Shot Musical Source Separation. - Yu Wang 105; Daniel Stoller; Rachel M. Bittner; Juan Pablo Bello (ICASSP, 2022)

Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082). - Meinard Müller; Rachel M. Bittner; Juhan Nam (Dagstuhl Reports, 2022)

LLark: A Multimodal Foundation Model for Music. - Josh Gardner 001; Simon Durand; Daniel Stoller; Rachel M. Bittner (CoRR, 2023)

LLark: A Multimodal Instruction-Following Language Model for Music. - Joshua Patrick Gardner; Simon Durand; Daniel Stoller; Rachel M. Bittner (ICML, 2024)

I Can Listen but Cannot Read: An Evaluation of Two-Tower Multimodal Systems for Instrument Recognition. - Yannis Vasilakis; Rachel M. Bittner; Johan Pauwels (ISMIR, 2024)

Evaluation of pretrained language models on music understanding. - Yannis Vasilakis; Rachel M. Bittner; Johan Pauwels (CoRR, 2024)