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 ResearchVerified email at google.com
Dawen LiangResearch Scientist, Netflix Inc.Verified email at netflix.com
Justin SalamonSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Matt McVicarAppleVerified email at apple.com
Eric J. HumphreyLead Research Scientist, This One LtdVerified email at this.one
Rachel M. BittnerSenior Research Scientist, SpotifyVerified email at spotify.com
Carolina GalleguillosComputer Vision and Machine LearningVerified email at cs.ucsd.edu
Mark CartwrightAssistant Professor, New Jersey Institute of TechnologyVerified email at njit.edu
Markus SchedlProfessor at Johannes Kepler University Linz, Institute of Computational PerceptionVerified email at jku.at
Ryuichi YamamotoLY CorporationVerified email at lycorp.co.jp
Keunwoo ChoiPrescient Design, GenentechVerified email at gene.com
Peter KneesFaculty of Informatics, TU WienVerified email at tuwien.ac.at
Dmitry BogdanovMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Vincent LostanlenLS2N, CNRSVerified email at ls2n.fr
Serge BelongieUniversity of CopenhagenVerified email at di.ku.dk

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, DP Ellis, M McVicar, E Battenberg, O Nieto Proceedings of the 14th python in science conference 8, 18-25, 2015	2585	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	534	2014
Metric learning to rank B McFee, G Lanckriet 27th International Conference on Machine Learning, Haifa, Israel, 2010	475	2010
Lasagne: first release S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ... Zenodo: Geneva, Switzerland 3, 74, 2015	357*	2015
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	254	2012
Deep Salience Representations for F0 Estimation in Polyphonic Music. RM Bittner, B McFee, J Salamon, P Li, JP Bello ISMIR, 63-70, 2017	241	2017
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	217	2011
Learning multi-modal similarity B McFee, G Lanckriet The Journal of Machine Learning Research 12, 491-523, 2011	194	2011
a software framework for Musical Data Augmentation B McFee, EJ Humphrey, JP Bello International Society for Music Information Retrieval (ISMIR), 2015	187	2015
Music recommender systems M Schedl, P Knees, B McFee, D Bogdanov, M Kaminskas Recommender systems handbook, 453-492, 2015	182	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	178	2018
The natural language of playlists B McFee, G Lanckriet ISMIR, 2011	144	2011
Structured Training for Large-Vocabulary Chord Recognition. B McFee, JP Bello ISMIR, 188-194, 2017	125	2017
Robust Structural Metric Learning DKH Lim, B McFee, G Lanckriet International Conference on Machine Learning, 2013	123	2013
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	123	2010
Analyzing song structure with spectral clustering B McFee, DPW Ellis ISMIR, 2014	120	2014
Hypergraph Models of Playlist Dialects B McFee, G Lanckriet International Society for Music Information Retrieval (ISMIR), 2012	120	2012
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	87	2018
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition. E Humphrey, S Durand, B McFee ISMIR, 438-444, 2018	83	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	82	2020

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