Eric J. Humphrey
Eric J. Humphrey
Machine Learning Engineering Manager, Spotify USA
Dirección de correo verificada de spotify.com - Página principal
TítuloCitado porAño
mir_eval: A Transparent Implementation of Common MIR Metrics
C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis
Proceedings of the 15th International Society of Music Information Retrieval …, 2014
1982014
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics
EJ Humphrey, JP Bello, Y LeCun
Proceedings of the 13th International Society of Music Information Retrieval …, 2012
1472012
Singing voice separation with deep U-Net convolutional networks
A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde
1242017
Feature Learning and Deep Architectures: New Directions for Music Informatics
EJ Humphrey, JP Bello, Y LeCun
Journal of Intelligent Information Systems 41 (3), 461-481, 2013
1142013
Rethinking automatic chord recognition with convolutional neural networks
EJ Humphrey, JP Bello
2012 11th International Conference on Machine Learning and Applications 2 …, 2012
1102012
A Software Framework for Musical Data Augmentation
B McFee, EJ Humphrey, JP Bello
ISMIR, 2015
812015
Learning a robust tonnetz-space transform for automatic chord recognition
EJ Humphrey, T Cho, JP Bello
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
502012
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research
EJ Humphrey, J Salamon, O Nieto, J Forsyth, RM Bittner, JP Bello
Proceedings of the 15th International Society of Music Information Retrieval …, 2014
422014
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
EJ Humphrey, O Nieto, JP Bello
ISMIR, 149-154, 2013
372013
Four Timely Insights on Automatic Chord Estimation.
EJ Humphrey, JP Bello
ISMIR 10, 673-679, 2015
282015
Detection system and method for mobile device application
EJ Humphrey, SK Rits, J Boley, O Masciarotte
US Patent 8,713,593, 2014
272014
From genre classification to rhythm similarity: Computational and musicological insights
TM Esparza, JP Bello, EJ Humphrey
Journal of New Music Research 44 (1), 39-57, 2015
202015
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar
EJ Humphrey, JP Bello
2014 IEEE international conference on acoustics, speech and signal …, 2014
182014
Non-linear semantic embedding for organizing large instrument sample libraries
EJ Humphrey, AP Glennon, JP Bello
2011 10th International Conference on Machine Learning and Applications and …, 2011
182011
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.
E Humphrey, S Durand, B McFee
ISMIR, 438-444, 2018
132018
A plan for sustainable MIR evaluation
B McFee, EJ Humphrey, J Urbano
17th International Society for Music Information Retrieval Conference (ISMIR …, 2016
132016
Compressing Music Recordings into Audio Summaries
O Nieto, EJ Humphrey, JP Bello
Proceedings of the 13th International Society of Music Information Retrieval …, 2012
122012
A brief review of creative MIR
EJ Humphrey, D Turnbull, T Collins
Proceedings of the International Conference on Music Information Retrieval, 2013
112013
Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music.
EJ Humphrey, N Montecchio, RM Bittner, A Jansson, T Jehan
ISMIR, 709-715, 2017
102017
Automatic Playlist Sequencing and Transitions.
RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ...
ISMIR, 442-448, 2017
92017
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