default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRachel M. Bittner
Person information
- affiliation: Spotify, New York, NY, USA
- affiliation (PhD): New York University, Music Technology and Digital Signal Processing, USA
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[c27]Joshua Patrick Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner:
LLark: A Multimodal Instruction-Following Language Model for Music. ICML 2024- [c26]Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels:
I Can Listen but Cannot Read: An Evaluation of Two-Tower Multimodal Systems for Instrument Recognition. ISMIR 2024: 897-905 - [i13]Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels:
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition. CoRR abs/2407.18058 (2024) - [i12]Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels:
Evaluation of pretrained language models on music understanding. CoRR abs/2409.11449 (2024) - 2023
- [i11]Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner:
LLark: A Multimodal Foundation Model for Music. CoRR abs/2310.07160 (2023) - 2022
- [c25]Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
:
Few-Shot Musical Source Separation. ICASSP 2022: 121-125 - [c24]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: 781-785 - [e1]Preeti Rao, Hema A. Murthy, Ajay Srinivasamurthy, Rachel M. Bittner, Rafael Caro Repetto, Masataka Goto, Xavier Serra, Marius Miron:
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022. 2022, ISBN 978-1-7327299-2-6 [contents] - [i10]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 abs/2203.09893 (2022) - [i9]Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello:
Few-Shot Musical Source Separation. CoRR abs/2205.01273 (2022) - [i8]Meinard Müller, Rachel M. Bittner, Juhan Nam:
Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082). Dagstuhl Reports 12(2): 103-133 (2022) - 2021
- [j3]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): 115-136 (2021) - [i7]Andreas Jansson, Rachel M. Bittner, Nicola Montecchio, Tillman Weyde:
Learned complex masks for multi-instrument source separation. CoRR abs/2103.12864 (2021) - [i6]Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà:
Audio-based Musical Version Identification: Elements and Challenges. CoRR abs/2109.02472 (2021) - [i5]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 abs/2109.12690 (2021) - [i4]Rachel M. Bittner, Katherine Pasalo, Juan José Bosch, Gabriel Meseguer-Brocal, David Rubinstein:
vocadito: A dataset of solo vocals with f0, note, and lyric annotations. CoRR abs/2110.05580 (2021) - 2020
- [c23]Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost:
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. ISMIR 2020: 255-262 - [i3]Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost:
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. CoRR abs/2008.02069 (2020)
2010 – 2019
- 2019
- [j2]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:
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): 82-94 (2019) - [j1]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): 128-137 (2019) - [c22]Andreas Jansson, Rachel M. Bittner, Sebastian Ewert, Tillman Weyde:
Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures. EUSIPCO 2019: 1-5 - [c21]Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello:
Neural Music Synthesis for Flexible Timbre Control. ICASSP 2019: 176-180 - [c20]Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell:
mirdata: Software for Reproducible Usage of Datasets. ISMIR 2019: 99-106 - [c19]Rachel M. Bittner, Juan J. Bosch:
Generalized Metrics for Single-f0 Estimation Evaluation. ISMIR 2019: 738-745 - 2018
- [c18]Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello:
GuitarSet: A Dataset for Guitar Transcription. ISMIR 2018: 453-460 - [c17]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: 514-520 - [d5]Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
Bach10-mf0-synth. Zenodo, 2018
- [d4]Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-bass-synth. Zenodo, 2018 - [d3]Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-melody-synth. Zenodo, 2018 - [d2]Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-mf0-synth. Zenodo, 2018 - [d1]Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-stem-synth. Zenodo, 2018 - [i2]Rachel M. Bittner, Brian McFee, Juan Pablo Bello:
Multitask Learning for Fundamental Frequency Estimation in Music. CoRR abs/1809.00381 (2018) - [i1]Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello:
Neural Music Synthesis for Flexible Timbre Control. CoRR abs/1811.00223 (2018) - 2017
- [c16]Rachel M. Bittner, Avery Wang, Juan Pablo Bello:
Pitch contour tracking in music using Harmonic Locked Loops. ICASSP 2017: 191-195 - [c15]Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon:
Towards the characterization of singing styles in world music. ICASSP 2017: 636-640 - [c14]Rachel M. Bittner, Brian McFee, Justin Salamon, Peter Li, Juan Pablo Bello:
Deep Salience Representations for F0 Estimation in Polyphonic Music. ISMIR 2017: 63-70 - [c13]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: 71-78 - [c12]Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio:
Automatic Playlist Sequencing and Transitions. ISMIR 2017: 442-448 - [c11]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: 709-715 - [c10]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: 745-751 - [c9]Rachel M. Bittner, Justin Salamon, Juan J. Bosch, Juan Pablo Bello:
Pitch Contours as a Mid-Level Representation for Music Informatics. Semantic Audio 2017 - 2016
- [c8]Juan J. Bosch, Rachel M. Bittner, Justin Salamon, Emilia Gómez:
A Comparison of Melody Extraction Methods Based on Source-Filter Modelling. ISMIR 2016: 571-577 - 2015
- [c7]Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller:
Kernel Additive Modeling for interference reduction in multi-channel music recordings. ICASSP 2015: 584-588 - [c6]Jonathan P. Forsyth, Rachel M. Bittner, Michael Musick, Juan Pablo Bello:
Improving and Adapting Finite State Transducer Methods for Musical Accompaniment. ICMC 2015 - [c5]Michael Musick, Jonathan P. Forsyth, Rachel M. Bittner:
Building a Harmonically Ecosystemic Machine: Combining Sonic Ecosystems with Models of Contemporary Harmonic Language. ICMC 2015 - [c4]Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello:
Melody Extraction by Contour Classification. ISMIR 2015: 500-506 - 2014
- [c3]Rachel M. Bittner, Durand R. Begault:
Signal processing methods for removing the effects of whole-body vibration upon speech. ICASSP 2014: 930-934 - [c2]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: 155-160 - [c1]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: 591-596
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-02-20 00:41 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
