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Mark D. Plumbley
Mark D. Plumbley
Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey
Email confirmado em surrey.ac.uk - Página inicial
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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
13382020
Best practices for scientific computing
G Wilson, DA Aruliah, CT Brown, NP Chue Hong, M Davis, RT Guy, ...
PLoS biology 12 (1), e1001745, 2014
8682014
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
7122015
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
5932023
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
5522015
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
3892018
Computational analysis of sound scenes and events
T Virtanen, MD Plumbley, D Ellis
Springer International Publishing, 2018
3562018
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning
D Stowell, MD Plumbley
PeerJ 2, e488, 2014
3252014
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
3182012
Algorithms for nonnegative independent component analysis
MD Plumbley
IEEE Transactions on Neural Networks 14 (3), 534-543, 2003
3172003
Context-dependent beat tracking of musical audio
MEP Davies, MD Plumbley
IEEE Transactions on Audio, Speech, and Language Processing 15 (3), 1009-1020, 2007
3152007
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
3022009
Sound event detection: A tutorial
A Mesaros, T Heittola, T Virtanen, MD Plumbley
IEEE Signal Processing Magazine 38 (5), 67-83, 2021
2762021
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
2682013
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
2672018
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
2372008
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
2162004
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
1942009
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
1882016
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
1732011
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