Michael I Mandel
Michael I Mandel
Associate Professor of Computer and Information Science at Brooklyn College, CUNY
Verified email at sci.brooklyn.cuny.edu - Homepage
TitleCited byYear
Song-level features and support vector machines for music classification
MI Mandel, DPW Ellis
3822005
Model-based expectation-maximization source separation and localization
MI Mandel, RJ Weiss, DPW Ellis
IEEE Transactions on Audio, Speech, and Language Processing 18 (2), 382-394, 2009
2862009
Distributed occlusion reasoning for tracking with nonparametric belief propagation
EB Sudderth, MI Mandel, WT Freeman, AS Willsky
Advances in neural information processing systems, 1369-1376, 2005
2822005
Learning algorithms for the classification restricted boltzmann machine
H Larochelle, M Mandel, R Pascanu, Y Bengio
Journal of Machine Learning Research 13 (Mar), 643-669, 2012
2322012
Visual hand tracking using nonparametric belief propagation
EB Sudderth, MI Mandel, WT Freeman, AS Willsky
2004 Conference on Computer Vision and Pattern Recognition Workshop, 189-189, 2004
2152004
A web-based game for collecting music metadata
MI Mandel, DPW Ellis
Journal of New Music Research 37 (2), 151-165, 2008
2042008
Support vector machine active learning for music retrieval
MI Mandel, GE Poliner, DPW Ellis
Multimedia systems 12 (1), 3-13, 2006
1762006
Improved mvdr beamforming using single-channel mask prediction networks.
H Erdogan, JR Hershey, S Watanabe, MI Mandel, J Le Roux
Interspeech, 1981-1985, 2016
1262016
Multiple-instance learning for music information retrieval
MI Mandel, DPW Ellis
1262008
Active learning for interactive multimedia retrieval
TS Huang, CK Dagli, S Rajaram, EY Chang, MI Mandel, GE Poliner, ...
Proceedings of the IEEE 96 (4), 648-667, 2008
1242008
An EM algorithm for localizing multiple sound sources in reverberant environments
MI Mandel, DP Ellis, T Jebara
Advances in neural information processing systems, 953-960, 2007
1222007
Deep beamforming networks for multi-channel speech recognition
X Xiao, S Watanabe, H Erdogan, L Lu, J Hershey, ML Seltzer, G Chen, ...
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
952016
Evaluation of algorithms using games: The case of music tagging.
E Law, K West, MI Mandel, M Bay, JS Downie
ISMIR, 387-392, 2009
862009
Automatic tagging of audio: The state-of-the-art
T Bertin-Mahieux, D Eck, M Mandel
Machine audition: Principles, algorithms and systems, 334-352, 2011
832011
Audio music mood classification using support vector machine
C Laurier, P Herrera, M Mandel, D Ellis
MIREX task on Audio Mood Classification, 2-4, 2007
712007
Gestural query specification
A Nandi, L Jiang, M Mandel
Proceedings of the VLDB Endowment 7 (4), 289-300, 2013
472013
Cross-correlation of beat-synchronous representations for music similarity
DPW Ellis, CV Cotton, MI Mandel
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
442008
Learning tags that vary within a song
MI Mandel, D Eck, Y Bengio
ISMIR, Utrecht, Netherlands, 2010
392010
Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition
D Bagchi, MI Mandel, Z Wang, Y He, A Plummer, E Fosler-Lussier
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015
382015
Methods, systems, and media for music classification
GE Poliner, MI Mandel, DPW Ellis
US Patent 7,672,916, 2010
382010
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