Rachel M. Bittner

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 33

Top Topics

Source Separation

Music Information Retrieval

Signal Processing

Top Venues

IEEE Signal Process. Mag.

Publications

Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition. CoRR (2024)
Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner
LLark: A Multimodal Foundation Model for Music. CoRR (2023)
Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation. ICASSP (2022)
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
Few-Shot Musical Source Separation. ICASSP (2022)
Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation. CoRR (2022)
Meinard Müller, Rachel M. Bittner, Juhan Nam
Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082). Dagstuhl Reports 12 (2) (2022)
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
Few-Shot Musical Source Separation. CoRR (2022)
Rachel M. Bittner, Katherine Pasalo, Juan José Bosch, Gabriel Meseguer-Brocal, David Rubinstein
, note, and lyric annotations. CoRR (2021)
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
Audio-based Musical Version Identification: Elements and Challenges. CoRR (2021)
Andreas Jansson, Rachel M. Bittner, Nicola Montecchio, Tillman Weyde
Learned complex masks for multi-instrument source separation. CoRR (2021)
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
Audio-Based Musical Version Identification: Elements and challenges. IEEE Signal Process. Mag. 38 (6) (2021)
Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello
Soundata: A Python library for reproducible use of audio datasets. CoRR (2021)
Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. ISMIR (2020)
Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. CoRR (2020)
Rachel M. Bittner, Juan J. Bosch
Generalized Metrics for Single-f0 Estimation Evaluation. ISMIR (2019)
Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello
Neural Music Synthesis for Flexible Timbre Control. ICASSP (2019)
Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
mirdata: Software for Reproducible Usage of Datasets. ISMIR (2019)
Andreas Jansson, Rachel M. Bittner, Sebastian Ewert, Tillman Weyde
Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures. EUSIPCO (2019)
Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew M. Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse, Luwei Yang
An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music. IEEE Signal Process. Mag. 36 (1) (2019)
Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M. Bittner, Juan Pablo Bello
Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research. IEEE Signal Process. Mag. 36 (1) (2019)
Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello
Neural Music Synthesis for Flexible Timbre Control. CoRR (2018)
Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello
GuitarSet: A Dataset for Guitar Transcription. ISMIR (2018)
Andrew M. Demetriou, Andreas Jansson, Aparna Kumar, Rachel M. Bittner
Vocals in Music Matter: the Relevance of Vocals in the Minds of Listeners. ISMIR (2018)
Rachel M. Bittner, Brian McFee, Juan Pablo Bello
Multitask Learning for Fundamental Frequency Estimation in Music. CoRR (2018)
Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon
Towards the characterization of singing styles in world music. ICASSP (2017)
Rachel M. Bittner, Avery Wang, Juan Pablo Bello
Pitch contour tracking in music using Harmonic Locked Loops. ICASSP (2017)
Rachel M. Bittner, Brian McFee, Justin Salamon, Peter Li, Juan Pablo Bello
Deep Salience Representations for F0 Estimation in Polyphonic Music. ISMIR (2017)
Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio
Automatic Playlist Sequencing and Transitions. ISMIR (2017)
Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Aparna Kumar, Tillman Weyde
Singing Voice Separation with Deep U-Net Convolutional Networks. ISMIR (2017)
Rachel M. Bittner, Justin Salamon, Juan J. Bosch, Juan Pablo Bello
Pitch Contours as a Mid-Level Representation for Music Informatics. Semantic Audio (2017)
Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan J. Bosch, Emilia Gómez, Juan Pablo Bello
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets. ISMIR (2017)
Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Andreas Jansson, Tristan Jehan
Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. ISMIR (2017)
Juan J. Bosch, Rachel M. Bittner, Justin Salamon, Emilia Gómez
A Comparison of Melody Extraction Methods Based on Source-Filter Modelling. ISMIR (2016)
Michael Musick, Jonathan P. Forsyth, Rachel M. Bittner
Building a Harmonically Ecosystemic Machine: Combining Sonic Ecosystems with Models of Contemporary Harmonic Language. ICMC (2015)
Jonathan P. Forsyth, Rachel M. Bittner, Michael Musick, Juan Pablo Bello
Improving and Adapting Finite State Transducer Methods for Musical Accompaniment. ICMC (2015)
Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller
Kernel Additive Modeling for interference reduction in multi-channel music recordings. ICASSP (2015)
Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello
Melody Extraction by Contour Classification. ISMIR (2015)
Rachel M. Bittner, Durand R. Begault
Signal processing methods for removing the effects of whole-body vibration upon speech. ICASSP (2014)
Rachel M. Bittner, Justin Salamon, Mike Tierney, Matthias Mauch, Chris Cannam, Juan Pablo Bello
MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research. ISMIR (2014)
Eric J. Humphrey, Justin Salamon, Oriol Nieto, Jon Forsyth, Rachel M. Bittner, Juan Pablo Bello
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. ISMIR (2014)