Eric J. Humphrey
Eric J. Humphrey
Machine Learning Engineering Manager, Spotify USA
Verified email at spotify.com - Homepage
Title
Cited by
Cited by
Year
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
2252014
Singing voice separation with deep u-net convolutional networks
A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde
1672017
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
1502012
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
1252013
Rethinking automatic chord recognition with convolutional neural networks
EJ Humphrey, JP Bello
2012 11th International Conference on Machine Learning and Applications 2 …, 2012
1162012
A Software Framework for Musical Data Augmentation
B McFee, EJ Humphrey, JP Bello
ISMIR, 2015
902015
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
522012
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
432014
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
EJ Humphrey, O Nieto, JP Bello
ISMIR, 149-154, 2013
402013
Four Timely Insights on Automatic Chord Estimation.
EJ Humphrey, JP Bello
ISMIR 10, 673-679, 2015
302015
Detection system and method for mobile device application
EJ Humphrey, SK Rits, J Boley, O Masciarotte
US Patent 8,713,593, 2014
292014
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
212015
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.
E Humphrey, S Durand, B McFee
ISMIR, 438-444, 2018
182018
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
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
152017
A plan for sustainable MIR evaluation
B McFee, EJ Humphrey, J Urbano
17th International Society for Music Information Retrieval Conference (ISMIR …, 2016
142016
A brief review of creative MIR
EJ Humphrey, D Turnbull, T Collins
ISMIR Late-Breaking News and Demos, 2013
122013
Compressing Music Recordings into Audio Summaries
O Nieto, EJ Humphrey, JP Bello
Proceedings of the 13th International Society of Music Information Retrieval …, 2012
122012
Automatic Playlist Sequencing and Transitions.
RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ...
ISMIR, 442-448, 2017
112017
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