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Rachel M. Bittner
Rachel M. Bittner
Senior Research Scientist, Spotify
Verified email at spotify.com - Homepage
Title
Cited by
Cited by
Year
Singing Voice Separation with Deep U-Net Convolutional Networks
A Jansson, EJ Humphrey, N Montecchio, RM Bittner, A Kumar, T Weyde
International Society of Music Information Retrieval Conference, 2017
3592017
MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research
R Bittner, J Salamon, M Tierney, M Mauch, C Cannam, JP Bello
15th International Society for Music Information Retrieval Conference, 2014
3392014
Deep Salience Representations for F0 Estimation in Polyphonic Music
RM Bittner, B McFee, J Salamon, P Li, JP Bello
18th International Society for Music Information Retrieval Conference, 2017
1892017
Librosa: Python library for audio and music analysis
B McFee, M McVicar, C Raffel, D Liang, O Nieto, E Battenberg, J Moore, ...
Proceedings of the 14th Python in Science Conference, 2015
175*2015
MUSDB18-a corpus for music separation
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
1502017
Computer-aided melody note transcription using the Tony software: Accuracy and efficiency
M Mauch, C Cannam, R Bittner, G Fazekas, J Salamon, J Dai, J Bello, ...
1282015
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research
EJ Humphrey, J Salamon, O Nieto, J Forsyth, RM Bittner, JP Bello
15th International Society for Music Information Retrieval Conference, 2014
542014
Melody Extraction by Contour Classification
RM Bittner, J Salamon, S Essid, JP Bello
16th International Society for Music Information Retrieval Conference, 2015
452015
librosa/librosa: 0.8. 0
B McFee, V Lostanlen, A Metsai, M McVicar, S Balke, C Thomé, C Raffel, ...
Version 0.8. 0, Zenodo, doi 10, 2020
442020
Open-source practices for music signal processing research: Recommendations for transparent, sustainable, and reproducible audio research
B McFee, JW Kim, M Cartwright, J Salamon, RM Bittner, JP Bello
IEEE Signal Processing Magazine 36 (1), 128-137, 2018
402018
Towards the Characterization of Singing Styles in World Music
M Panteli, RM Bittner, JP Bello, S Dixon
42nd International conference on acoustics, speech, and signal processing …, 2017
342017
GuitarSet: A Dataset for Guitar Transcription
Q Xi, RM Bittner, J Pauwels, X Ye, JP Bello
International Society for Music Information Retrieval Conference (ISMIR), 2018
322018
Kernel additive modeling for interference reduction in multi-channel music recordings
T Prätzlich, RM Bittner, A Liutkus, M Müller
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
322015
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets
J Salamon, RM Bittner, J Bonada, JJ Bosch, E Gómez, JP Bello
International Society of Music Information Retrieval Conference, 2017
312017
A Comparison of Melody Extraction Methods Based on Source-Filter Modelling
JJ Bosch Vicente, RM Bittner, J Salamon, E Gómez Gutiérrez
17th International Society for Music Information Retrieval Conference; 2016 …, 2016
282016
Neural music synthesis for flexible timbre control
JW Kim, R Bittner, A Kumar, JP Bello
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
272019
An introduction to signal processing for singing-voice analysis: High notes in the effort to automate the understanding of vocals in music
EJ Humphrey, S Reddy, P Seetharaman, A Kumar, RM Bittner, ...
IEEE Signal Processing Magazine 36 (1), 82-94, 2018
222018
Automatic Playlist Sequencing and Transitions
RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, PH McCurry, ...
International Society of Music Information Retrieval Conference, 2017
222017
MedleyDB 2.0: New Data and a System for Sustainable Data Collection
RM Bittner, J Wilkins, H Yip, JP Bello
Proceedings of the 17th International Society for Music Information …, 2016
222016
Multitask Learning for Fundamental Frequency Estimation in Music
RM Bittner, B McFee, JP Bello
arXiv preprint arXiv:1809.00381, 2018
202018
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