Mark D. Plumbley

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	All	Since 2016
Citations	11217	6114
h-index	57	37
i10-index	187	119

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Co-authors

Samer AbdallahJukedeck LimitedVerified email at jukedeck.com
Wenwu WangProfessor, Centre for Vision Speech Signal Processing (CVSSP), University of Surrey, UKVerified email at surrey.ac.uk
Dan StowellQueen Mary University of LondonVerified email at eecs.qmul.ac.uk
Qiuqiang KongPhD student, CVSSP, University of SurreyVerified email at surrey.ac.uk
Matthew E. P. DaviesUniversity of CoimbraVerified email at dei.uc.pt
Yong XuSenior Research Scientist, Tencent America, Bellevue, USAVerified email at tencent.com
Emmanuel VincentSenior Research Scientist, InriaVerified email at inria.fr
Emmanouil BenetosQueen Mary University of London / The Alan Turing InstituteVerified email at qmul.ac.uk
mike daviesProfessor of Signal and Image Processing, University of EdinburghVerified email at ed.ac.uk
Dimitrios GiannoulisC4DM, Queen Mary University of londonVerified email at credit-suisse.com
Emad M. GraisCardiff Metropolitan University, UK & Helwan University, EgyptVerified email at cardiffmet.ac.uk
Rémi GribonvalInria & ENS de LyonVerified email at ens-lyon.fr
Mathieu LagrangeCNRS Researcher @ ls2nVerified email at ls2n.fr
Andrew J.R. Simpson, PhDResearch Fellow, CVSSP, University of SurreyVerified email at surrey.ac.uk
Gerard RomaUniversity of HuddersfieldVerified email at hud.ac.uk
Daniele BarchiesiPostdoctoral researcher, Queen Mary University of LondonVerified email at eecs.qmul.ac.uk
Andrew RobertsonCentre for Digital Music, Queen Mary University of LondonVerified email at eecs.qmul.ac.uk
Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
Peter FosterThe Alan Turing InstituteVerified email at turing.ac.uk
Iwona SobierajUniversity of SurreyVerified email at surrey.ac.uk

Mark D. Plumbley

Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey

Verified email at surrey.ac.uk - Homepage

Machine Learning Machine listening Audio source separation Sparse representations Music Information Retrieval


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Best practices for scientific computing G Wilson, DA Aruliah, CT Brown, NPC Hong, M Davis, RT Guy, ... PLoS Biol 12 (1), e1001745, 2014	575	2014
Detection and classification of acoustic scenes and events D Stowell, D Giannoulis, E Benetos, M Lagrange, MD Plumbley IEEE Transactions on Multimedia 17 (10), 1733-1746, 2015	433	2015
Acoustic Scene Classification: Classifying environments from the sounds they produce D Barchiesi, D Giannoulis, D Stowell, MD Plumbley IEEE Signal Processing Magazine 32 (3), 16-34, 2015	290	2015
Algorithms for nonnegative independent component analysis MD Plumbley IEEE Transactions on Neural Networks 14 (3), 534-543, 2003	280	2003
Context-dependent beat tracking of musical audio MEP Davies, MD Plumbley IEEE Transactions on Audio, Speech, and Language Processing 15 (3), 1009-1020, 2007	272	2007
Sparse representations in audio and music: from coding to source separation MD Plumbley, T Blumensath, L Daudet, R Gribonval, ME Davies Proceedings of the IEEE 98 (6), 995-1005, 2009	258	2009
Audio inpainting A Adler, V Emiya, MG Jafari, M Elad, R Gribonval, MD Plumbley IEEE Transactions on Audio, Speech, and Language Processing 20 (3), 922-932, 2012	220	2012
Detection and classification of acoustic scenes and events: An IEEE AASP Challenge D Giannoulis, E Benetos, D Stowell, M Rossignol, M Lagrange, ... IEEE Workshop on Applications of Signal Processing to Audio and Acoustics …, 2013	217	2013
Polyphonic music transcription by non-negative sparse coding of power spectra SA Abdallah, MD Plumbley 5th International Conference on Music Information Retrieval (ISMIR 2004 …, 2004	206	2004
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning D Stowell, MD Plumbley PeerJ 2, e488, 2014	192	2014
Detection and classification of acoustic scenes and events: Outcome of the DCASE 2016 challenge A Mesaros, T Heittola, E Benetos, P Foster, M Lagrange, T Virtanen, ... IEEE/ACM Transactions on Audio, Speech and Language Processing 26 (2), 379-393, 2018	188	2018
Theorems on positive data: On the uniqueness of NMF H Laurberg, MG Christensen, MD Plumbley, LK Hansen, SH Jensen Computational Intelligence and Neuroscience 2008, Article ID 764206, 2008	168	2008
A "nonnegative PCA" algorithm for independent component analysis MD Plumbley, E Oja IEEE Transactions on Neural Networks 15 (1), 66-76, 2004	155	2004
Fast dictionary learning for sparse representations of speech signals MG Jafari, MD Plumbley IEEE Journal of Selected Topics in Signal Processing 5 (5), 1025-1031, 2011	144	2011
Automatic music transcription and audio source separation MD Plumbley, SA Abdallah, JP Bello, ME Davies, G Monti, MB Sandler Cybernetics and Systems 33 (6), 603-627, 2002	144	2002
Wideband spectrum sensing on real-time signals at sub-Nyquist sampling rates in single and cooperative multiple nodes Z Qin, Y Gao, MD Plumbley, CG Parini IEEE Transactions on Signal Processing 64 (12), 3106-3117, 2016	142	2016
Large-scale weakly supervised audio classification using gated convolutional neural network Y Xu, Q Kong, W Wang, MD Plumbley 2018 IEEE international conference on acoustics, speech and signal …, 2018	139	2018
Conditions for Nonnegative Independent Component Analysis M Plumbley IEEE Signal Processing Letters 9 (6), 177-180, 2002	136	2002
Evaluation methods for musical audio beat tracking algorithms MEP Davies, N Degara, MD Plumbley Queen Mary University of London, Centre for Digital Music, Tech. Rep. C4DM …, 2009	131	2009
Evaluation of live human–computer music-making: Quantitative and qualitative approaches D Stowell, A Robertson, N Bryan-Kinns, MD Plumbley International Journal of Human-Computer Studies 67 (11), 960-975, 2009	124	2009

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