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Mark D. Plumbley
Mark D. Plumbley
Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey
Verified email at surrey.ac.uk - Homepage
Title
Cited by
Cited by
Year
PANNs: Large-scale pretrained audio neural networks for audio pattern recognition
Q Kong, Y Cao, T Iqbal, Y Wang, W Wang, MD Plumbley
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 2880-2894, 2020
9382020
Best practices for scientific computing
G Wilson, DA Aruliah, CT Brown, NP Chue Hong, M Davis, RT Guy, ...
PLoS biology 12 (1), e1001745, 2014
8032014
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
6632015
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
4972015
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
3552018
Algorithms for nonnegative independent component analysis
MD Plumbley
IEEE Transactions on Neural Networks 14 (3), 534-543, 2003
3092003
Computational analysis of sound scenes and events
T Virtanen, MD Plumbley, D Ellis
Springer International Publishing, 2018
3082018
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning
D Stowell, MD Plumbley
PeerJ 2, e488, 2014
3062014
Context-dependent beat tracking of musical audio
MEP Davies, MD Plumbley
IEEE Transactions on Audio, Speech, and Language Processing 15 (3), 1009-1020, 2007
3032007
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
3022012
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
2922009
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
2662018
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
2652013
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
2282008
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
2152004
AudioLDM: Text-to-audio generation with latent diffusion models
H Liu, Z Chen, Y Yuan, X Mei, X Liu, D Mandic, W Wang, MD Plumbley
40th International Conference on Machine Learning (ICML 2023), Honolulu …, 2023
2122023
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
1852016
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
1782009
Sound event detection: A tutorial
A Mesaros, T Heittola, T Virtanen, MD Plumbley
IEEE Signal Processing Magazine 38 (5), 67-83, 2021
1702021
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
1702011
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