Juan P Bello

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	All	Since 2016
Citations	8297	5124
h-index	44	33
i10-index	99	76

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Co-authors

Justin SalamonResearch Scientist, Adobe ResearchVerified email at adobe.com
Mark SandlerQueen Mary University of LondonVerified email at eecs.qmul.ac.uk
Rachel M. BittnerResearch Scientist, SpotifyVerified email at spotify.com
Eric J. HumphreyMachine Learning Engineering Manager, Spotify USAVerified email at spotify.com
mike daviesProfessor of Signal and Image Processing, University of EdinburghVerified email at ed.ac.uk
Brian McFeeMusic and Performing Arts Professions / Center for Data Science, New York UniversityVerified email at nyu.edu
Oriol NietoStaff Data Scientist at PandoraVerified email at pandora.com
Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
Laurent DaudetProfessor of physics, Paris Diderot University / CTO at LightOn.ioVerified email at espci.fr
Taemin ChoPh.D., Music Technology at New York UniversityVerified email at nyu.edu
Samer AbdallahJukedeck LimitedVerified email at jukedeck.com
Andrew FarnsworthSenior Research Associate, Center for Avian Population Studies, Cornell Lab of Ornithology, CornellVerified email at cornell.edu
Charlie MydlarzNew York UniversityVerified email at nyu.edu
Ron J WeissGoogle ResearchVerified email at google.com
Chris CannamCentre for Digital Music, Queen Mary University of LondonVerified email at eecs.qmul.ac.uk
Matthias MauchVisiting Lecturer at Queen Mary University of LondonVerified email at qmul.ac.uk
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Jonathan ForsythLead Software Engineer and Music Data Scientist, OscilloscapeVerified email at nyu.edu
Slim EssidTelecom ParisTechVerified email at telecom-paristech.fr
Simon DixonCentre for Digital Music, Queen Mary University of LondonVerified email at qmul.ac.uk

Juan P Bello

Professor of Music Technology, Computer Science & Engineering, NYU

Verified email at nyu.edu - Homepage

Music Information Retrieval Machine Listening Audio Signal Processing


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A tutorial on onset detection in music signals JP Bello, L Daudet, S Abdallah, C Duxbury, M Davies, MB Sandler IEEE Transactions on speech and audio processing 13 (5), 1035-1047, 2005	1088	2005
Deep convolutional neural networks and data augmentation for environmental sound classification J Salamon, JP Bello IEEE Signal Processing Letters 24 (3), 279-283, 2017	801	2017
A dataset and taxonomy for urban sound research J Salamon, C Jacoby, JP Bello Proceedings of the 22nd ACM international conference on Multimedia, 1041-1044, 2014	597	2014
A Robust Mid-Level Representation for Harmonic Content in Music Signals. JP Bello, J Pickens ISMIR 5, 304-311, 2005	309	2005
Medleydb: A multitrack dataset for annotation-intensive mir research. RM Bittner, J Salamon, M Tierney, M Mauch, C Cannam, JP Bello ISMIR 14, 155-160, 2014	271	2014
On the use of phase and energy for musical onset detection in the complex domain JP Bello, C Duxbury, M Davies, M Sandler IEEE Signal Processing Letters 11 (6), 553-556, 2004	235	2004
Complex domain onset detection for musical signals C Duxbury, JP Bello, M Davies, M Sandler Proc. Digital Audio Effects Workshop (DAFx) 1, 6-9, 2003	194	2003
Unsupervised feature learning for urban sound classification J Salamon, JP Bello 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015	168	2015
Moving beyond feature design: Deep architectures and automatic feature learning in music informatics. EJ Humphrey, JP Bello, Y LeCun ISMIR, 403-408, 2012	162	2012
The Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals. C Cannam, C Landone, MB Sandler, JP Bello ISMIR, 324-327, 2006	146	2006
Automatic music transcription and audio source separation MD Plumbley, SA Abdallah, JP Bello, ME Davies, G Monti, MB Sandler Cybernetics &Systems 33 (6), 603-627, 2002	145	2002
Phase-based note onset detection for music signals JP Bello, M Sandler 2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003	141	2003
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	137	2013
Techniques for Automatic Music Transcription. JP Bello, G Monti, MB Sandler ISMIR, 2000	134	2000
Rethinking automatic chord recognition with convolutional neural networks EJ Humphrey, JP Bello 2012 11th International Conference on Machine Learning and Applications 2 …, 2012	129	2012
Deep Salience Representations for F0 Estimation in Polyphonic Music. RM Bittner, B McFee, J Salamon, P Li, JP Bello ISMIR, 63-70, 2017	126	2017
Sonyc: A system for monitoring, analyzing, and mitigating urban noise pollution JP Bello, C Silva, O Nov, RL DuBois, A Arora, J Salamon, C Mydlarz, ... Communications of the ACM 62 (2), 68-77, 2019	118	2019
Audio-Based Cover Song Retrieval Using Approximate Chord Sequences: Testing Shifts, Gaps, Swaps and Beats. JP Bello ISMIR 7, 239-244, 2007	113	2007
Polyphonic score retrieval using polyphonic audio queries: A harmonic modeling approach J Pickens, JP Bello, G Monti, M Sandler, T Crawford, M Dovey, D Byrd Journal of New Music Research 32 (2), 223-236, 2003	113	2003
A software framework for musical data augmentation. B McFee, EJ Humphrey, JP Bello ISMIR 2015, 248-254, 2015	112	2015

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