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Rachel M. Bittner

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affiliation: Spotify, New York, NY, USA
affiliation (PhD): New York University, Music Technology and Digital Signal Processing, USA

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Journal Articles

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2021
[j3]
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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)
2019
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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)
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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)

Conference and Workshop Papers

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2024
[c26]
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Joshua Patrick Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner:
LLark: A Multimodal Instruction-Following Language Model for Music. ICML 2024
2022
[c25]
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Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello:
Few-Shot Musical Source Separation. ICASSP 2022: 121-125
[c24]
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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
2020
[c23]
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Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost:
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. ISMIR 2020: 255-262
2019
[c22]
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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]
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Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello:
Neural Music Synthesis for Flexible Timbre Control. ICASSP 2019: 176-180
[c20]
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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]
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Rachel M. Bittner, Juan J. Bosch:
Generalized Metrics for Single-f0 Estimation Evaluation. ISMIR 2019: 738-745
2018
[c18]
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Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello:
GuitarSet: A Dataset for Guitar Transcription. ISMIR 2018: 453-460
[c17]
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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
2017
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Rachel M. Bittner, Avery Wang, Juan Pablo Bello:
Pitch contour tracking in music using Harmonic Locked Loops. ICASSP 2017: 191-195
[c15]
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Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon:
Towards the characterization of singing styles in world music. ICASSP 2017: 636-640
[c14]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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Jonathan P. Forsyth, Rachel M. Bittner, Michael Musick, Juan Pablo Bello:
Improving and Adapting Finite State Transducer Methods for Musical Accompaniment. ICMC 2015
[c5]
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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]
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Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello:
Melody Extraction by Contour Classification. ISMIR 2015: 500-506
2014
[c3]
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Rachel M. Bittner, Durand R. Begault:
Signal processing methods for removing the effects of whole-body vibration upon speech. ICASSP 2014: 930-934
[c2]
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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]
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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

Editorship

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2022
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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]

Data and Artifacts

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2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
Bach10-mf0-synth. Zenodo, 2018
[d4]
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-bass-synth. Zenodo, 2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-melody-synth. Zenodo, 2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-mf0-synth. Zenodo, 2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-stem-synth. Zenodo, 2018

Informal and Other Publications

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2024
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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)
2023
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Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner:
LLark: A Multimodal Foundation Model for Music. CoRR abs/2310.07160 (2023)
2022
[i10]
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  - journals/corr/abs-2203-09893
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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]
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Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello:
Few-Shot Musical Source Separation. CoRR abs/2205.01273 (2022)
[i8]
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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
[i7]
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Andreas Jansson, Rachel M. Bittner, Nicola Montecchio, Tillman Weyde:
Learned complex masks for multi-instrument source separation. CoRR abs/2103.12864 (2021)
[i6]
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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]
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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]
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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
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  - journals/corr/abs-2008-02069
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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)
2018
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Rachel M. Bittner, Brian McFee, Juan Pablo Bello:
Multitask Learning for Fundamental Frequency Estimation in Music. CoRR abs/1809.00381 (2018)
[i1]
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Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello:
Neural Music Synthesis for Flexible Timbre Control. CoRR abs/1811.00223 (2018)

Coauthor Index

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