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