Daniel P W Ellis

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Nelson MorganICSIVerified email at icsi.berkeley.edu
Aren JansenGoogle ResearchVerified email at google.com
Michael I MandelAssociate Professor of Computer and Information Science at Brooklyn College, CUNYVerified email at sci.brooklyn.cuny.edu
Manoj PlakalVerified email at cs.wisc.edu
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Ron J WeissGoogleVerified email at google.com
Shawn HersheyGoogleVerified email at google.com
Channing MooreGoogle ResearchVerified email at google.com
Brian McFeeMusic and Performing Arts Professions / Center for Data Science, New York UniversityVerified email at nyu.edu
Brian WhitmanCTO of The Echo NestVerified email at echonest.com
Dawen LiangResearch Scientist, Netflix Inc.Verified email at netflix.com
Courtenay CottonVerified email at ee.columbia.edu
Shih-Fu ChangProfessor of Electrical Engineering and Computer Science, Columbia UniversityVerified email at columbia.edu
Hynek HermanskyScientific Staff, Brno University of Technology, Professor Emeritus, The Johns Hopkins UniversityVerified email at jhu.edu
Marios AthineosApplied ScientistVerified email at ee.columbia.edu
Oriol NietoSenior Research Engineer at AdobeVerified email at adobe.com
Thierry Bertin-MahieuxData Scientist, PhDVerified email at columbia.edu
Rif A. SaurousGoogleVerified email at google.com
Alexander C. LouiRochester Institute of TechnologyVerified email at rit.edu
Jort F. GemmekeAppleVerified email at amadana.nl

Daniel P W Ellis

Research Scientist, Google

Verified email at google.com - Homepage

Sound event recognition audio signal processing speech recognition music information retrieval


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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	2805	2017
librosa: Audio and music signal analysis in python B McFee, C Raffel, D Liang, DP Ellis, M McVicar, E Battenberg, O Nieto Proceedings of the 14th python in science conference 8, 18-25, 2015	2575	2015
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	2534	2017
The million song dataset T Bertin-Mahieux, DPW Ellis, B Whitman, P Lamere	1684	2011
Speech and audio signal processing: processing and perception of speech and music B Gold, N Morgan, D Ellis John Wiley & Sons, 2011	1350	2011
Tandem connectionist feature extraction for conventional HMM systems H Hermansky, DPW Ellis, S Sharma 2000 IEEE international conference on acoustics, speech, and signal …, 2000	984	2000
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	862	2003
Beat tracking by dynamic programming DPW Ellis Journal of New Music Research 36 (1), 51-60, 2007	640	2007
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	544	2007
Prediction-driven computational auditory scene analysis DPW Ellis Columbia university, 1996	538	1996
MIR_EVAL: A Transparent Implementation of Common MIR Metrics. C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis, ... ISMIR 10, 2014, 2014	531	2014
A large-scale evaluation of acoustic and subjective music-similarity measures A Berenzweig, B Logan, DPW Ellis, B Whitman Computer Music Journal, 63-76, 2004	520	2004
Chord segmentation and recognition using EM-trained hidden Markov models A Sheh, DPW Ellis	464	2003
Song-level features and support vector machines for music classification MI Mandel, DPW Ellis	441	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	372	2009
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	359	2011
A discriminative model for polyphonic piano transcription GE Poliner, DPW Ellis EURASIP Journal on Advances in Signal Processing 2007, 1-9, 2006	352	2006
Feed-forward networks with attention can solve some long-term memory problems C Raffel, DPW Ellis arXiv preprint arXiv:1512.08756, 2015	351	2015
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	346	2011
Optimizing DTW-based audio-to-MIDI alignment and matching C Raffel, DPW Ellis 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016	322	2016

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