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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
Title
Cited by
Cited by
Year
Song-level features and support vector machines for music classification
MI Mandel, DPW Ellis
4332005
Learning algorithms for the classification restricted Boltzmann machine
H Larochelle, M Mandel, R Pascanu, Y Bengio
The Journal of Machine Learning Research 13 (1), 643-669, 2012
3652012
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
3562009
Nonparametric belief propagation
EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky
Communications of the ACM 53 (10), 95-103, 2010
3162010
Improved mvdr beamforming using single-channel mask prediction networks.
H Erdogan, JR Hershey, S Watanabe, MI Mandel, J Le Roux
Interspeech, 1981-1985, 2016
2872016
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
2472004
A web-based game for collecting music metadata
MI Mandel, DPW Ellis
Journal of New Music Research 37 (2), 151-165, 2008
2302008
CHiME-6 challenge: Tackling multispeaker speech recognition for unsegmented recordings
S Watanabe, M Mandel, J Barker, E Vincent, A Arora, X Chang, ...
arXiv preprint arXiv:2004.09249, 2020
1892020
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
1862016
Support vector machine active learning for music retrieval
MI Mandel, GE Poliner, DPW Ellis
1862006
Evaluation of algorithms using games: The case of music tagging.
E Law, K West, MI Mandel, M Bay, JS Downie
ISMIR, 387-392, 2009
1632009
An EM algorithm for localizing multiple sound sources in reverberant environments
M Mandel, D Ellis, T Jebara
Advances in neural information processing systems 19, 2006
1472006
Multiple-instance learning for music information retrieval
MI Mandel, DPW Ellis
1372008
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
1352008
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
962011
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
802007
Gestural query specification
A Nandi, L Jiang, M Mandel
Proceedings of the VLDB Endowment 7 (4), 289-300, 2013
662013
Confused or not confused? Disentangling brain activity from EEG data using bidirectional LSTM recurrent neural networks
Z Ni, AC Yuksel, X Ni, MI Mandel, L Xie
Proceedings of the 8th acm international conference on bioinformatics …, 2017
522017
Mert Bay, and J Stephen Downie. Evaluation of algorithms using games: The case of music tagging
E Law, K West, MI Mandel
International Society for Music Information Retrieval Conference (ISMIR), 2009
512009
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
482015
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