| The million song dataset T Bertin-Mahieux, DPW Ellis, B Whitman, P Lamere | 1208 | 2011 |
| Speech and audio signal processing: processing and perception of speech and music B Gold, N Morgan, D Ellis John Wiley & Sons, 2011 | 1198 | 2011 |
| CNN architectures for large-scale audio classification S Hershey, S Chaudhuri, DPW Ellis, JF Gemmeke, A Jansen, RC Moore, ... 2017 ieee international conference on acoustics, speech and signal …, 2017 | 1011 | 2017 |
| Tandem connectionist feature extraction for conventional HMM systems H Hermansky, DPW Ellis, S Sharma 2000 IEEE International Conference on Acoustics, Speech, and Signal …, 2000 | 915 | 2000 |
| Audio set: An ontology and human-labeled dataset for audio events JF Gemmeke, DPW Ellis, D Freedman, A Jansen, W Lawrence, RC Moore, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 894 | 2017 |
| librosa: Audio and music signal analysis in python B McFee, C Raffel, D Liang, DPW Ellis, M McVicar, E Battenberg, O Nieto Proceedings of the 14th python in science conference 8, 18-25, 2015 | 885 | 2015 |
| The ICSI meeting corpus A Janin, D Baron, J Edwards, D Ellis, D Gelbart, N Morgan, B Peskin, ... 2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003 | 675 | 2003 |
| Beat tracking by dynamic programming DPW Ellis Journal of New Music Research 36 (1), 51-60, 2007 | 525 | 2007 |
| Prediction-driven computational auditory scene analysis DPW Ellis Columbia University, 1996 | 506 | 1996 |
| Identifying cover songs with chroma features and dynamic programming beat tracking DPW Ellis, GE Poliner Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE …, 2007 | 479 | 2007 |
| A large-scale evaluation of acoustic and subjective music-similarity measures A Berenzweig, B Logan, DPW Ellis, B Whitman Computer Music Journal 28 (2), 63-76, 2004 | 466 | 2004 |
| Chord segmentation and recognition using EM-trained hidden Markov models A Sheh, DPW Ellis Johns Hopkins University, 2003 | 434 | 2003 |
| Song-level features and support vector machines for music classification MI Mandel, DPW Ellis | 407 | 2005 |
| 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 | 323 | 2009 |
| A discriminative model for polyphonic piano transcription GE Poliner, DPW Ellis EURASIP Journal on Advances in Signal Processing 2007, 1-9, 2006 | 310 | 2006 |
| Consumer video understanding: A benchmark database and an evaluation of human and machine performance YG Jiang, G Ye, SF Chang, D Ellis, AC Loui Proceedings of the 1st ACM International Conference on Multimedia Retrieval, 1-8, 2011 | 308 | 2011 |
| mir_eval: A transparent implementation of common MIR metrics C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis, ... In Proceedings of the 15th International Society for Music Information …, 2014 | 292 | 2014 |
| Signal processing for music analysis M Muller, DPW Ellis, A Klapuri, G Richard IEEE Journal of selected topics in signal processing 5 (6), 1088-1110, 2011 | 287 | 2011 |
| Melody transcription from music audio: Approaches and evaluation GE Poliner, DPW Ellis, AF Ehmann, E Gómez, S Streich, B Ong IEEE Transactions on Audio, Speech, and Language Processing 15 (4), 1247-1256, 2007 | 249 | 2007 |
| Melody extraction from polyphonic music signals: Approaches, applications, and challenges J Salamon, E Gómez, DPW Ellis, G Richard IEEE Signal Processing Magazine 31 (2), 118-134, 2014 | 225* | 2014 |
Nelson MorganICSIVerified email at icsi.berkeley.edu
