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
3792005
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
2722009
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
2132012
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
2072004
A web-based game for collecting music metadata
MI Mandel, DPW Ellis
Journal of New Music Research 37 (2), 151-165, 2008
1992008
Support vector machine active learning for music retrieval
MI Mandel, GE Poliner, DPW Ellis
Multimedia systems 12 (1), 3-13, 2006
1742006
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
1332005
Multiple-instance learning for music information retrieval
MI Mandel, DPW Ellis
1212008
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
1202008
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
1192007
Improved mvdr beamforming using single-channel mask prediction networks.
H Erdogan, JR Hershey, S Watanabe, MI Mandel, J Le Roux
Interspeech, 1981-1985, 2016
1152016
Evaluation of algorithms using games: The case of music tagging.
E Law, K West, MI Mandel, M Bay, JS Downie
ISMIR, 387-392, 2009
832009
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
822016
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
812011
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
682007
Gestural query specification
A Nandi, L Jiang, M Mandel
Proceedings of the VLDB Endowment 7 (4), 289-300, 2013
442013
Methods, systems, and media for music classification
GE Poliner, MI Mandel, DPW Ellis
US Patent 7,672,916, 2010
432010
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
432008
Learning tags that vary within a song
MI Mandel, D Eck, Y Bengio
ISMIR, Utrecht, Netherlands, 2010
402010
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
342015
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