Eric J. Humphrey

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Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUAdresse e-mail validée de nyu.edu
Andreas JanssonCity University, LondonAdresse e-mail validée de city.ac.uk
Brian McFeeMusic and Performing Arts Professions / Center for Data Science, New York UniversityAdresse e-mail validée de nyu.edu
Oriol NietoSenior Research Engineer at AdobeAdresse e-mail validée de adobe.com
nicola montecchioSpotifyAdresse e-mail validée de spotify.com
Justin SalamonSenior Research Scientist, Adobe ResearchAdresse e-mail validée de adobe.com
Dawen LiangResearch Scientist, Netflix Inc.Adresse e-mail validée de netflix.com
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceAdresse e-mail validée de cs.toronto.edu
Daniel P W EllisResearch Scientist, GoogleAdresse e-mail validée de google.com
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityAdresse e-mail validée de cs.nyu.edu
Tristan JehanAdresse e-mail validée de media.mit.edu
Jonathan ForsythLead Software Engineer and Music Data Scientist, OscilloscapeAdresse e-mail validée de nyu.edu
Simon DurandSenior Research Scientist, SpotifyAdresse e-mail validée de spotify.com
Taemin ChoPh.D., Principal Engineer, BandLab TechnologiesAdresse e-mail validée de bandlab.com
Douglas TURNBULLAssociate Professor, Ithaca CollegeAdresse e-mail validée de ithaca.edu
Tom CollinsUniversity of Miami; MAIA, Inc.Adresse e-mail validée de miami.edu
Sebastian StoberArtificial Intelligence Lab @ Otto von Guericke University MagdeburgAdresse e-mail validée de ovgu.de
Mohamed SordoPrincipal Scientist at PandoraAdresse e-mail validée de pandora.com
Erik M. SchmidtResearch Scientist 6, NetflixAdresse e-mail validée de netflix.com

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Eric J. Humphrey

Lead Research Scientist, This One Ltd

Adresse e-mail validée de this.one - Page d'accueil

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


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	617	2014
Singing voice separation with deep u-net convolutional networks A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde	546	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	103	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	40	2014
Automatic Playlist Sequencing and Transitions. RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ... ISMIR, 442-448, 2017	38	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
A plan for sustainable mir evaluation B McFee, EJ Humphrey, J Urbano 17th International Society for Music Information Retrieval Conference (ISMIR …, 2016	19	2016

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