Mark D. Plumbley
Mark D. Plumbley
Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey
Verified email at surrey.ac.uk - Homepage
TitleCited byYear
Best practices for scientific computing
G Wilson, DA Aruliah, CT Brown, NPC Hong, M Davis, RT Guy, ...
PLoS biology 12 (1), e1001745, 2014
4152014
Algorithms for nonnegative independent component analysis
MD Plumbley
IEEE Transactions on Neural Networks 14 (3), 534-543, 2003
2652003
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
2542015
Context-dependent beat tracking of musical audio
MEP Davies, MD Plumbley
IEEE Transactions on Audio, Speech, and Language Processing 15 (3), 1009-1020, 2007
2462007
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
2332009
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
1892004
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
1772012
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
1762015
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
1712013
A "nonnegative PCA" algorithm for independent component analysis
MD Plumbley, E Oja
IEEE Transactions on Neural Networks 15 (1), 66-76, 2004
1432004
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning
D Stowell, MD Plumbley
PeerJ 2, e488, 2014
1362014
Conditions for Nonnegative Independent Component Analysis
M Plumbley
IEEE Signal Processing Letters 9 (6), 177-180, 2002
1322002
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
1272002
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
1262011
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
1262008
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
1172009
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
1112009
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
1082016
Oracle estimators for the benchmarking of source separation algorithms
E Vincent, R Gribonval, MD Plumbley
Signal Processing 87 (8), 1933-1950, 2007
1072007
Unsupervised analysis of polyphonic music by sparse coding
SA Abdallah, MD Plumbley
IEEE Transactions on Neural Networks 17 (1), 179-196, 2006
1032006
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