Michael I Mandel

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Daniel P W EllisResearch Scientist, GoogleVerified email at google.com
Shinji WatanabeCarnegie Mellon UniversityVerified email at cmu.edu
Erik B. SudderthProfessor of Computer Science, UC IrvineVerified email at uci.edu
John HersheyGoogle (formerly MERL, IBM, MSR, UCSD)Verified email at google.com
Hakan ErdoganGoogleVerified email at google.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Johanna DevaneyAssociate Professor of Music, Brooklyn College and The Graduate Center, CUNYVerified email at brooklyn.cuny.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Alan S. WillskyProfessor of EECS, MITVerified email at mit.edu
Jon P Barkercomputer science, university of sheffieldVerified email at sheffield.ac.uk
Douglas EckGoogle Research, Brain TeamVerified email at google.com
Ron J WeissGoogleVerified email at google.com
Hugo LarochelleGoogle DeepMind & MilaVerified email at google.com
Mike SeltzerFacebookVerified email at fb.com
Edith LawAssociate Professor, David R. Cheriton School of Computer Science, University of WaterlooVerified email at uwaterloo.ca
Xiong XiaoPrincipal Applied scientist, MicrosoftVerified email at microsoft.com
Arnab NandiAssociate Professor, Computer Science & Engineering, The Ohio State UniversityVerified email at arnab.org
Ichiro FujinagaProfessor, Music Technology Area, Schulich School of Music, McGill UniversityVerified email at mcgill.ca
Jonathan Le RouxMERLVerified email at merl.com
Tony JebaraSpotifyVerified email at spotify.com

Michael I Mandel

Associate Professor of Computer and Information Science at Brooklyn College, CUNY

Verified email at sci.brooklyn.cuny.edu - Homepage

Machine Learning Signal Processing Psychoacoustics Music Information Retrieval


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Song-level features and support vector machines for music classification MI Mandel, DPW Ellis	453	2005
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	417	2012
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	385	2009
Improved MVDR beamforming using single-channel mask prediction networks. H Erdogan, JR Hershey, S Watanabe, MI Mandel, J Le Roux Interspeech, 1981-1985, 2016	367	2016
Nonparametric belief propagation EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky Communications of the ACM 53 (10), 95-103, 2010	346	2010
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	328	2020
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	260	2004
A web-based game for collecting music metadata MI Mandel, DPW Ellis Journal of New Music Research 37 (2), 151-165, 2008	231	2008
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	223	2016
Evaluation of algorithms using games: The case of music tagging. E Law, K West, MI Mandel, M Bay, JS Downie ISMIR, 387-392, 2009	223	2009
Support vector machine active learning for music retrieval MI Mandel, GE Poliner, DPW Ellis Multimedia systems 12 (1), 3-13, 2006	187	2006
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	149	2006
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	142	2008
Multiple-instance learning for music information retrieval MI Mandel, DPW Ellis	139	2008
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	103	2011
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	90	2009
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	87	2007
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	83	2017
Gestural query specification A Nandi, L Jiang, M Mandel Proceedings of the VLDB Endowment 7 (4), 289-300, 2013	72	2013
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	50	2008

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