Eric J. Humphrey

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Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
Andreas JanssonCity University, LondonVerified email at city.ac.uk
Brian McFeeMusic and Performing Arts Professions / Center for Data Science, New York UniversityVerified email at nyu.edu
Oriol NietoSenior Research Engineer at AdobeVerified email at adobe.com
nicola montecchioSpotifyVerified email at spotify.com
Justin SalamonSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Dawen LiangResearch Scientist, Netflix Inc.Verified email at netflix.com
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Daniel P W EllisResearch Scientist, GoogleVerified email at google.com
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Tristan JehanVerified email at media.mit.edu
Jonathan ForsythLead Software Engineer and Music Data Scientist, OscilloscapeVerified email at nyu.edu
Simon DurandSenior Research Scientist, SpotifyVerified email at spotify.com
Taemin ChoPh.D., Principal Engineer, BandLab TechnologiesVerified email at bandlab.com
Douglas TURNBULLAssociate Professor, Ithaca CollegeVerified email at ithaca.edu
Tom CollinsUniversity of Miami; MAIA, Inc.Verified email at miami.edu
Sebastian StoberArtificial Intelligence Lab @ Otto von Guericke University MagdeburgVerified email at ovgu.de
Mohamed SordoPrincipal Scientist at PandoraVerified email at pandora.com
Erik M. SchmidtResearch Scientist 6, NetflixVerified email at netflix.com

Eric J. Humphrey

Lead Research Scientist, This One Ltd

Verified email at this.one - Homepage

Machine Learning Artificial Intelligence Information Retrieval Signal Processing Algorithmic Fairness & Transparency


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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	611	2014
Singing voice separation with deep u-net convolutional networks A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde	544	2017
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	214	2012
A Software Framework for Musical Data Augmentation B McFee, EJ Humphrey, JP Bello ISMIR, 2015	197	2015
Rethinking automatic chord recognition with convolutional neural networks EJ Humphrey, JP Bello 2012 11th International Conference on Machine Learning and Applications 2 …, 2012	188	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	171	2013
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition. E Humphrey, S Durand, B McFee ISMIR, 438-444, 2018	100	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	80	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	76	2014
Four Timely Insights on Automatic Chord Estimation. EJ Humphrey, JP Bello ISMIR 10, 673-679, 2015	62	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	53	2018
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. EJ Humphrey, O Nieto, JP Bello ISMIR 13, 149-154, 2013	51	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	45	2014
Detection system and method for mobile device application EJ Humphrey, SK Rits, J Boley, O Masciarotte US Patent 8,713,593, 2014	39	2014
Automatic Playlist Sequencing and Transitions. RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ... ISMIR, 442-448, 2017	37	2017
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	36	2016
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	31	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	25	2017
A brief review of creative MIR EJ Humphrey, D Turnbull, T Collins ISMIR Late-Breaking News and Demos, 2013	22	2013
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	19	2011

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