Brian McFee
Brian McFee
Music and Performing Arts Professions / Center for Data Science, New York University
Verified email at - Homepage
TitleCited byYear
Metric learning to rank
B McFee, G Lanckriet
27th International Conference on Machine Learning, Haifa, Israel, 2010
librosa: Audio and music signal analysis in python
B McFee, C Raffel, D Liang, DPW Ellis, M McVicar, E Battenberg, O Nieto
Proceedings of the 14th python in science conference, 18-25, 2015
Lasagne: first release
S Dieleman, J SchlŁter, C Raffel, E Olson, SK SÝnderby, D Nouri, ...
Zenodo: Geneva, Switzerland 3, 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
Learning multi-modal similarity
B McFee, G Lanckriet
The Journal of Machine Learning Research 12, 491-523, 2011
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
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
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
Robust Structural Metric Learning
DKH Lim, B McFee, G Lanckriet
International Conference on Machine Learning, 2013
The natural language of playlists
B McFee, G Lanckriet
ISMIR, 2011
Hypergraph Models of Playlist Dialects
B McFee, G Lanckriet
International Society for Music Information Retrieval (ISMIR), 2012
Analyzing song structure with spectral clustering
B McFee, DPW Ellis
ISMIR, 2014
Heterogeneous embedding for subjective artist similarity
B McFee, G Lanckriet
Tenth International Symposium for Music Information Retrieval (ISMIR2009), 2009
Learning similarity from collaborative filters
B McFee, L Barrington, G Lanckriet
Proc. International Society for Music Information Retrieval (ISMIR10) Conf, 2010
a software framework for Musical Data Augmentation
B McFee, EJ Humphrey, JP Bello
International Society for Music Information Retrieval (ISMIR), 2015
Partial order embedding with multiple kernels
B McFee, G Lanckriet
Proceedings of the 26th Annual International Conference on Machine Learning†…, 2009
Deep Salience Representations for F0 Estimation in Polyphonic Music.
RM Bittner, B McFee, J Salamon, P Li, JP Bello
ISMIR, 63-70, 2017
Codebook-based audio feature representation for music information retrieval
Y Vaizman, B McFee, G Lanckriet
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 22†…, 2014
Learning to segment songs with ordinal linear discriminant analysis
B McFee, DPW Ellis
ICASSP 275, 330, 2014
Music recommender systems
M Schedl, P Knees, B McFee, D Bogdanov, M Kaminskas
Recommender systems handbook, 453-492, 2015
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Articles 1–20