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1

Musical Source Separation: An Introduction

Cano, Estefania, FitzGerald, Derry, Liutkus, Antoine, Plumbley, Mark D., Stoter, Fabian-Robert

Journal:

IEEE Signal Processing Magazine

Year:

2019

Language:

english

File:

PDF, 1.29 MB

english, 2019

2

Score-Informed Source Separation for Musical Audio Recordings: An overview

Ewert, Sebastian, Pardo, Bryan, Mueller, Meinard, Plumbley, Mark D.

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 2.46 MB

english, 2014

3

Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge

Mesaros, Annamaria, Heittola, Toni, Benetos, Emmanouil, Foster, Peter, Lagrange, Mathieu, Virtanen, Tuomas, Plumbley, Mark D.

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2018

Language:

english

File:

PDF, 938 KB

english, 2018

4

Sparse Representations in Audio and Music: From Coding to Source Separation

Plumbley, M.D., Blumensath, T., Daudet, L., Gribonval, R., Davies, M.E.

Journal:

Proceedings of the IEEE

Year:

2010

Language:

english

File:

PDF, 762 KB

english, 2010

5

Induction of the antifungal diene in unripe avocado fruits: effect of inoculation with Colletotrichum gloeosporioides

Prusky, D., Karni, Leah, Kobiler, Ilana, Plumbley, R.A.

Journal:

Physiological and Molecular Plant Pathology

Year:

1990

Language:

english

File:

PDF, 557 KB

english, 1990

6

Delayed Decision-making in Real-time Beatbox Percussion Classification

Stowell, Dan, Plumbley, Mark D.

Journal:

Journal of New Music Research

Year:

2010

Language:

english

File:

PDF, 1.00 MB

english, 2010

7

Synchronizing Sequencing Software to a Live Drummer

Robertson, Andrew, Plumbley, Mark D.

Journal:

Computer Music Journal

Year:

2013

Language:

english

File:

PDF, 748 KB

english, 2013

8

Algorithms for nonnegative independent component analysis

Journal:

IEEE Transactions on Neural Networks

Year:

2003

Language:

english

File:

PDF, 1.77 MB

english, 2003

9

Unsupervised Analysis of Polyphonic Music by Sparse Coding

Abdallah, S.A., Plumbley, M.D.

Journal:

IEEE Transactions on Neural Networks

Year:

2006

Language:

english

File:

PDF, 2.32 MB

english, 2006

10

Best Practices for Scientific Computing

Wilson, Greg, Aruliah, D. A., Brown, C. Titus, Chue Hong, Neil P., Davis, Matt, Guy, Richard T., Haddock, Steven H. D., Huff, Kathryn D., Mitchell, Ian M., Plumbley, Mark D., Waugh, Ben, White, Ethan

Journal:

Year:

2014

Language:

english

File:

PDF, 179 KB

english, 2014

11

Polyphonic Sound Event Tracking Using Linear Dynamical Systems

Benetos, Emmanouil, Lafay, Gregoire, Lagrange, Mathieu, Plumbley, Mark D.

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2017

Language:

english

File:

PDF, 785 KB

english, 2017

12

Two Stage Single Channel Audio Source Separation using Deep Neural Networks

Grais, Emad M., Roma, Gerard, Simpson, Andrew J. R., Plumbley, Mark D.

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2017

Language:

english

File:

PDF, 1.27 MB

english, 2017

13

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering

Hou, Yuanbo, Kong, Qiuqiang, Li, Shengchen, Plumbley, Mark D.

Year:

2019

Language:

english

File:

PDF, 481 KB

english, 2019

14

Sound Event Detection of Weakly Labelled Data with CNN-Transformer and Automatic Threshold Optimization

Kong, Qiuqiang, Xu, Yong, Wang, Wenwu, Plumbley, Mark D.

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2020

File:

PDF, 1.08 MB

2020

15

Oracle estimators for the benchmarking of source separation algorithms

Emmanuel Vincent, Rémi Gribonval, Mark D. Plumbley

Journal:

Signal Processing

Year:

2007

Language:

english

File:

PDF, 314 KB

english, 2007

16

Conditions for nonnegative independent component analysis

Journal:

IEEE Signal Processing Letters

Year:

2002

Language:

english

File:

PDF, 230 KB

english, 2002

17

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Separating sources from sequentially acquired mixtures of heart signals

Hedayioglu, Fabio L., Jafari, Maria G., Mattos, Sandra S., Plumbley, Mark D., Coimbra, Miguel T.

Year:

2011

Language:

english

File:

PDF, 989 KB

english, 2011

18

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Accounting for phase cancellations in non-negative matrix factorization using weighted distances

Ewert, Sebastian, Plumbley, Mark D., Sandler, Mark

Year:

2014

Language:

english

File:

PDF, 477 KB

english, 2014

19

[IEEE 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2013.10.20-2013.10.23)] 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - Detection and classification of acoustic scenes and events: An IEEE AASP challenge

Giannoulis, Dimitrios, Benetos, Emmanouil, Stowell, Dan, Rossignol, Mathias, Lagrange, Mathieu, Plumbley, Mark D.

Year:

2013

Language:

english

File:

PDF, 181 KB

english, 2013

20

[ACM Press the 7th international conference - New York, New York (2007.06.06-2007.06.10)] Proceedings of the 7th international conference on New interfaces for musical expression - NIME '07 - B-Keeper

Robertson, Andrew, Plumbley, Mark

Year:

2007

Language:

english

File:

PDF, 361 KB

english, 2007

21

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Instrumentation-based music similarity using sparse representations

Fujihara, Hiromasa, Klapuri, Anssi, Plumbley, Mark D.

Year:

2012

Language:

english

File:

PDF, 320 KB

english, 2012

22

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Polyphonic piano transcription using non-negative Matrix Factorisation with group sparsity

O'Hanlon, Ken, Plumbley, Mark D.

Year:

2014

Language:

english

File:

PDF, 113 KB

english, 2014

23

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Improving instrument recognition in polyphonic music through system integration

Giannoulis, Dimitrios, Benetos, Emmanouil, Klapuri, Anssi, Plumbley, Mark D.

Year:

2014

Language:

english

File:

PDF, 116 KB

english, 2014

24

Hearing the shape of a room

Plumbley, M. D.

Journal:

Proceedings of the National Academy of Sciences

Year:

2013

Language:

english

File:

PDF, 687 KB

english, 2013

25

[Lecture Notes in Computer Science] Independent Component Analysis and Signal Separation Volume 4666 || A Batch Algorithm for Blind Source Separation of Acoustic Signals Using ICA and Time-Frequency Masking

Davies, Mike E., James, Christopher J., Abdallah, Samer A., Plumbley, Mark D

Year:

2007

Language:

english

File:

PDF, 687 KB

english, 2007

26

[ACM Press the 7th international conference - New York, New York (2007.06.06-2007.06.10)] Proceedings of the 7th international conference on New interfaces for musical expression - NIME '07 - Real-time beat-synchronous audio effects

Stark, A. M., Plumbley, M. D., Davies, M. E. P.

Year:

2007

Language:

english

File:

PDF, 334 KB

english, 2007

27

Theorems on Positive Data: On the Uniqueness of NMF

Laurberg, Hans, Christensen, Mads Græsbøll, Plumbley, Mark D., Hansen, Lars Kai, Jensen, Søren Holdt

Journal:

Computational Intelligence and Neuroscience

Year:

2008

Language:

english

File:

PDF, 753 KB

english, 2008

28

Detection and Classification of Acoustic Scenes and Events

Stowell, Dan, Giannoulis, Dimitrios, Benetos, Emmanouil, Lagrange, Mathieu, Plumbley, Mark

Journal:

IEEE Transactions on Multimedia

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

29

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Non-negative matrix factorisation incorporating greedy hellinger sparse coding applied to polyphonic music transcription

O'Hanlon, Ken, Sandler, Mark, Plumbley, Mark D.

Year:

2015

Language:

english

File:

PDF, 215 KB

english, 2015

30

Event-based Multitrack Alignment using a Probabilistic Framework

Robertson, A., Plumbley, M.D.

Journal:

Journal of New Music Research

Year:

2015

Language:

english

File:

PDF, 623 KB

english, 2015

31

Wideband Spectrum Sensing on Real-time Signals at Sub-Nyquist Sampling Rates in Single and Cooperative Multiple Nodes

Qin, Zhijin, Gao, Yue, Plumbley, Mark, Parini, Clive

Journal:

IEEE Transactions on Signal Processing

Year:

2015

Language:

english

File:

PDF, 2.70 MB

english, 2015

32

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments

Ewert, Sebastian, Plumbley, Mark D., Sandler, Mark

Year:

2015

Language:

english

File:

PDF, 188 KB

english, 2015

33

Computational Analysis of Sound Scenes and Events || Approaches to Complex Sound Scene Analysis

Virtanen, Tuomas, Plumbley, Mark D., Ellis, Dan

Year:

2018

Language:

english

File:

PDF, 680 KB

english, 2018

34

Computational Analysis of Sound Scenes and Events || Future Perspective

Virtanen, Tuomas, Plumbley, Mark D., Ellis, Dan

Year:

2018

Language:

english

File:

PDF, 162 KB

english, 2018

35

[IEEE 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Montreal, QC (2017.11.14-2017.11.16)] 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Single channel audio source separation using convolutional denoising autoencoders

Grais, Emad M., Plumbley, Mark D.

Year:

2017

Language:

english

File:

PDF, 204 KB

english, 2017

36

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 10891 || Some Issues in Computing the CP Decomposition of NonNegative Tensors

Deville, Yannick, Gannot, Sharon, Mason, Russell, Plumbley, Mark D., Ward, Dominic

Year:

2018

Language:

english

File:

PDF, 854 KB

english, 2018

37

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 10891 || New Classes of Blind Quantum Source Separation and Process Tomography Methods Based on Spin Component Measurements Along Two Directions

Deville, Yannick, Gannot, Sharon, Mason, Russell, Plumbley, Mark D., Ward, Dominic

Year:

2018

Language:

english

File:

PDF, 276 KB

english, 2018

38

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 10891 ||

Deville, Yannick, Gannot, Sharon, Mason, Russell, Plumbley, Mark D., Ward, Dominic

Year:

2018

Language:

english

File:

PDF, 43.05 MB

english, 2018

39

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 10891 || Decoupling Multivariate Functions Using Second-Order Information and Tensors

Deville, Yannick, Gannot, Sharon, Mason, Russell, Plumbley, Mark D., Ward, Dominic

Year:

2018

Language:

english

File:

PDF, 352 KB

english, 2018

40

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 10891 || Joint Nonnegative Matrix Factorization for Underdetermined Blind Source Separation in Nonlinear Mixtures

Deville, Yannick, Gannot, Sharon, Mason, Russell, Plumbley, Mark D., Ward, Dominic

Year:

2018

Language:

english

File:

PDF, 898 KB

english, 2018

41

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Acoustic Event Detection from Weakly Labeled Data Using Auditory Salience

Podwinska, Zuzanna, Sobieraj, Iwona, Fazenda, Bruno M, Davies, William J, Plumbley, Mark D.

Year:

2019

Language:

english

File:

PDF, 342 KB

english, 2019

42

Weakly Labelled AudioSet Tagging with Attention Neural Networks

Kong, Qiuqiang, Yu, Changsong, Xu, Yong, Iqbal, Turab, Wang, Wenwu, Plumbley, Mark D.

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2019

Language:

english

File:

PDF, 8 KB

english, 2019

43

PaperClip: A Digital Pen Interface for Semantic Speech Editing in Radio Production

Baume, Chris, Plumbley, Mark, Frohlich, David, Calic, Janko

Journal:

Journal of the Audio Engineering Society

Year:

2018

File:

PDF, 346 KB

2018

44

PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition

Kong, Qiuqiang, Cao, Yin, Iqbal, Turab, Wang, Yuxuan, Wang, Wenwu, Plumbley, Mark D.

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2020

File:

PDF, 3.19 MB

2020

45

Studies on peroxidases and vascular discoloration in cassava root tissue

Richard A. Plumbley, Peter A. Hughes, John Marriott

Journal:

Journal of the Science of Food and Agriculture

Year:

1981

Language:

english

File:

PDF, 592 KB

english, 1981

46

Evaluation of live human–computer music-making: Quantitative and qualitative approaches

D. Stowell, A. Robertson, N. Bryan-Kinns, M.D. Plumbley

Journal:

International Journal of Human-Computer Studies

Year:

2009

Language:

english

File:

PDF, 565 KB

english, 2009

47

Lyapunov functions for convergence of principal component algorithms

Mark D. Plumbley

Journal:

Neural Networks

Year:

1995

Language:

english

File:

PDF, 1.11 MB

english, 1995

48

Sparse representations of polyphonic music

Mark D. Plumbley, Samer A. Abdallah, Thomas Blumensath, Michael E. Davies

Journal:

Signal Processing

Year:

2006

Language:

english

File:

PDF, 755 KB

english, 2006

49

Audio source separation with a signal-adaptive local cosine transform

Andrew Nesbit, Mark D. Plumbley, Mike E. Davies

Journal:

Signal Processing

Year:

2007

Language:

english

File:

PDF, 380 KB

english, 2007

50

Efficient information transfer and anti-Hebbian neural networks

Mark D. Plumbley

Journal:

Neural Networks

Year:

1993

Language:

english

File:

PDF, 859 KB

english, 1993

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