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Rachel M. Bittner
Rachel M. Bittner
Spotify
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Singing voice separation with deep u-net convolutional networks
A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde
18th International Society for Music Information Retrieval (ISMIR) Conference, 2017
5692017
Medleydb: A multitrack dataset for annotation-intensive mir research.
RM Bittner, J Salamon, M Tierney, M Mauch, C Cannam, JP Bello
Ismir 14, 155-160, 2014
5152014
The MUSDB18 corpus for music separation
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
Dec, 2017
3762017
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
324*2015
Deep Salience Representations for F0 Estimation in Polyphonic Music.
RM Bittner, B McFee, J Salamon, P Li, JP Bello
ISMIR, 63-70, 2017
2942017
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, ...
1962015
GuitarSet: A Dataset for Guitar Transcription.
Q Xi, RM Bittner, J Pauwels, X Ye, JP Bello
ISMIR, 453-460, 2018
1292018
MUSDB18-HQ-an uncompressed version of MUSDB18
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
(No Title), 2019
96*2019
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research.
EJ Humphrey, J Salamon, O Nieto, J Forsyth, RM Bittner, JP Bello
ISMIR, 591-596, 2014
782014
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
682018
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets.
J Salamon, RM Bittner, J Bonada, JJ Bosch, E Gómez, JP Bello
ISMIR, 71-78, 2017
602017
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
572019
MedleyDB 2.0: New data and a system for sustainable data collection
RM Bittner, J Wilkins, H Yip, JP Bello
ISMIR Late Breaking and Demo Papers 36, 2016
572016
Melody extraction by contour classification
RM Bittner, J Salamon, S Essid, JP Bello
International conference on music information retrieval (ISMIR), 2015
542015
A lightweight instrument-agnostic model for polyphonic note transcription and multipitch estimation
RM Bittner, JJ Bosch, D Rubinstein, G Meseguer-Brocal, S Ewert
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
532022
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
532018
mirdata: Software for Reproducible Usage of Datasets.
RM Bittner, M Fuentes, D Rubinstein, A Jansson, K Choi, T Kell
ISMIR, 99-106, 2019
50*2019
Towards the characterization of singing styles in world music
M Panteli, R Bittner, JP Bello, S Dixon
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
502017
Llark: A multimodal instruction-following language model for music
J Gardner, S Durand, D Stoller, RM Bittner
arXiv preprint arXiv:2310.07160, 2023
45*2023
Vocals in Music Matter: the Relevance of Vocals in the Minds of Listeners.
AM Demetriou, A Jansson, A Kumar, RM Bittner
ISMIR, 514-520, 2018
422018
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