| Song-level features and support vector machines for music classification MI Mandel, DPW Ellis | 448 | 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 | 410 | 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 | 380 | 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 | 352 | 2016 |
| Nonparametric belief propagation EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky Communications of the ACM 53 (10), 95-103, 2010 | 336 | 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 | 297 | 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 | 258 | 2004 |
| A web-based game for collecting music metadata MI Mandel, DPW Ellis Journal of New Music Research 37 (2), 151-165, 2008 | 230 | 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 | 212 | 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 | 205 | 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 |
| Multiple-instance learning for music information retrieval MI Mandel, DPW Ellis | 142 | 2008 |
| 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 | 141 | 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 | 101 | 2011 |
| 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 | 84 | 2007 |
| 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 | 79 | 2009 |
| 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 | 78 | 2017 |
| Gestural query specification A Nandi, L Jiang, M Mandel Proceedings of the VLDB Endowment 7 (4), 289-300, 2013 | 71 | 2013 |
| Methods, systems, and media for music classification GE Poliner, MI Mandel, DPW Ellis US Patent 7,672,916, 2010 | 49 | 2010 |
Daniel P W EllisResearch Scientist, Google在 google.com 的电子邮件经过验证
