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Eric J. Humphrey
Eric J. Humphrey
Lead Research Scientist, This One Ltd
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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
4882014
Singing voice separation with deep u-net convolutional networks
A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde
4422017
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
2012012
A Software Framework for Musical Data Augmentation
B McFee, EJ Humphrey, JP Bello
ISMIR, 2015
1762015
Rethinking automatic chord recognition with convolutional neural networks
EJ Humphrey, JP Bello
2012 11th International Conference on Machine Learning and Applications 2 …, 2012
1702012
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
1602013
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
752012
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.
E Humphrey, S Durand, B McFee
ISMIR, 438-444, 2018
662018
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
652014
Four Timely Insights on Automatic Chord Estimation.
EJ Humphrey, JP Bello
ISMIR 10, 673-679, 2015
592015
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
EJ Humphrey, O Nieto, JP Bello
ISMIR 13, 149-154, 2013
512013
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
392018
Detection system and method for mobile device application
EJ Humphrey, SK Rits, J Boley, O Masciarotte
US Patent 8,713,593, 2014
382014
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
342014
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
292016
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
292015
Automatic Playlist Sequencing and Transitions.
RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ...
ISMIR, 442-448, 2017
282017
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
232017
A brief review of creative MIR
EJ Humphrey, D Turnbull, T Collins
ISMIR Late-Breaking News and Demos, 2013
222013
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
192011
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