Eric J. Humphrey
Eric J. Humphrey
Director of Engineering, eSpark Learning
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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
3212014
Singing voice separation with deep u-net convolutional networks
A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde
2732017
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
1742012
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
1472013
Rethinking automatic chord recognition with convolutional neural networks
EJ Humphrey, JP Bello
2012 11th International Conference on Machine Learning and Applications 2 …, 2012
1412012
A Software Framework for Musical Data Augmentation
B McFee, EJ Humphrey, JP Bello
ISMIR, 2015
1272015
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
652012
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
502014
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
EJ Humphrey, O Nieto, JP Bello
ISMIR 13, 149-154, 2013
472013
Four Timely Insights on Automatic Chord Estimation.
EJ Humphrey, JP Bello
ISMIR 10, 673-679, 2015
422015
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.
E Humphrey, S Durand, B McFee
ISMIR, 438-444, 2018
372018
Detection system and method for mobile device application
EJ Humphrey, SK Rits, J Boley, O Masciarotte
US Patent 8,713,593, 2014
342014
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
262015
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
232014
A plan for sustainable mir evaluation
B McFee, EJ Humphrey, J Urbano
17th International Society for Music Information Retrieval Conference (ISMIR …, 2016
182016
A brief review of creative MIR
EJ Humphrey, D Turnbull, T Collins
ISMIR Late-Breaking News and Demos, 2013
182013
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
Automatic Playlist Sequencing and Transitions.
RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ...
ISMIR, 442-448, 2017
172017
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
172017
Pysox: Leveraging the audio signal processing power of sox in python
R Bittner, E Humphrey, J Bello
Proceedings of the International Society for Music Information Retrieval …, 2016
172016
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