Brian McFee

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Gert LanckrietProfessor, UCSDVerified email at eng.ucsd.edu
Daniel P W EllisResearch Scientist, GoogleVerified email at google.com
Oriol NietoSenior Research Engineer at AdobeVerified email at adobe.com
Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Eric BattenbergGoogle DeepMindVerified email at google.com
Dawen LiangResearch Scientist, Netflix Inc.Verified email at netflix.com
Matt McVicarAppleVerified email at apple.com
Justin SalamonSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Eric J. HumphreyLead Research Scientist, This One LtdVerified email at this.one
Rachel M. BittnerSpotifyVerified email at spotify.com
Keunwoo ChoiGenentechVerified email at gene.com
Ryuichi YamamotoLY CorporationVerified email at lycorp.co.jp
Vincent LostanlenLS2N, CNRSVerified email at ls2n.fr
Carolina GalleguillosComputer Vision and Machine LearningVerified email at cs.ucsd.edu
Markus SchedlProfessor at Johannes Kepler University Linz, Institute of Computational PerceptionVerified email at jku.at
Carl Thoméroaming the issue trackers of the internetVerified email at kth.se
Mark CartwrightAssistant Professor, New Jersey Institute of TechnologyVerified email at njit.edu
Slim EssidADASP, Télécom Paris, Institut Polytechnique de ParisVerified email at telecom-paris.fr
Peter KneesFaculty of Informatics, TU WienVerified email at tuwien.ac.at

Brian McFee

Music and Performing Arts Professions / Center for Data Science, New York University

Verified email at nyu.edu - Homepage

machine learning music information retrieval


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librosa: Audio and music signal analysis in python. B McFee, C Raffel, D Liang, DPW Ellis, M McVicar, E Battenberg, O Nieto SciPy, 18-24, 2015	3412	2015
mir_eval: a transparent implementation of common MIR metrics C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis ISMIR, 2014	656	2014
Metric learning to rank B McFee, G Lanckriet 27th International Conference on Machine Learning, Haifa, Israel, 2010	483	2010
Lasagne: first release S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ... Zenodo: Geneva, Switzerland 3, 74, 2015	370*	2015
Deep Salience Representations for F0 Estimation in Polyphonic Music. RM Bittner, B McFee, J Salamon, P Li, JP Bello ISMIR, 63-70, 2017	291	2017
The million song dataset challenge B McFee, T Bertin-Mahieux, DPW Ellis, GRG Lanckriet Proceedings of the 21st International Conference on World Wide Web, 909-916, 2012	273	2012
Learning content similarity for music recommendation B McFee, L Barrington, G Lanckriet IEEE Transactions on Audio, Speech, and Language Processing 20 (8), 2207-2218, 2011	236	2011
Music recommender systems M Schedl, P Knees, B McFee, D Bogdanov, M Kaminskas Recommender systems handbook, 453-492, 2015	213	2015
Adaptive pooling operators for weakly labeled sound event detection B McFee, J Salamon, JP Bello IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (11 …, 2018	203	2018
a software framework for Musical Data Augmentation B McFee, EJ Humphrey, JP Bello International Society for Music Information Retrieval (ISMIR), 2015	200	2015
Learning multi-modal similarity B McFee, G Lanckriet The Journal of Machine Learning Research 12, 491-523, 2011	200	2011
The natural language of playlists B McFee, G Lanckriet ISMIR, 2011	149	2011
Analyzing song structure with spectral clustering B McFee, DPW Ellis ISMIR, 2014	140	2014
Structured Training for Large-Vocabulary Chord Recognition. B McFee, JP Bello ISMIR, 188-194, 2017	136	2017
Hypergraph Models of Playlist Dialects B McFee, G Lanckriet International Society for Music Information Retrieval (ISMIR), 2012	128	2012
Multi-class object localization by combining local contextual interactions C Galleguillos, B McFee, S Belongie, G Lanckriet Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, 113-120, 2010	124	2010
Robust Structural Metric Learning DKH Lim, B McFee, G Lanckriet International Conference on Machine Learning, 2013	121	2013
Per-channel energy normalization: Why and how V Lostanlen, J Salamon, M Cartwright, B McFee, A Farnsworth, S Kelling, ... IEEE Signal Processing Letters 26 (1), 39-43, 2018	117	2018
librosa/librosa: 0.8. 0 B McFee, V Lostanlen, A Metsai, M McVicar, S Balke, C Thomé, C Raffel, ... Version 0.8. 0, Zenodo, doi 10, 2020	112	2020
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition. E Humphrey, S Durand, B McFee ISMIR, 438-444, 2018	111	2018

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