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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

Année:

2019

Langue:

english

Fichier:

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

Année:

2014

Langue:

english

Fichier:

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

Année:

2018

Langue:

english

Fichier:

PDF, 938 KB

english, 2018

4

Delayed Decision-making in Real-time Beatbox Percussion Classification

Stowell, Dan, Plumbley, Mark D.

Journal:

Journal of New Music Research

Année:

2010

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2010

5

Synchronizing Sequencing Software to a Live Drummer

Robertson, Andrew, Plumbley, Mark D.

Journal:

Computer Music Journal

Année:

2013

Langue:

english

Fichier:

PDF, 748 KB

english, 2013

6

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:

Année:

2014

Langue:

english

Fichier:

PDF, 179 KB

english, 2014

7

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

Année:

2017

Langue:

english

Fichier:

PDF, 785 KB

english, 2017

8

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

Année:

2017

Langue:

english

Fichier:

PDF, 1.27 MB

english, 2017

9

[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.

Année:

2017

Langue:

english

Fichier:

PDF, 204 KB

english, 2017

10

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

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

Année:

2018

Langue:

english

Fichier:

PDF, 43.05 MB

english, 2018

11

[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.

Année:

2019

Langue:

english

Fichier:

PDF, 481 KB

english, 2019

12

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

Année:

2020

Fichier:

PDF, 1.08 MB

2020

13

Oracle estimators for the benchmarking of source separation algorithms

Emmanuel Vincent, Rémi Gribonval, Mark D. Plumbley

Journal:

Signal Processing

Année:

2007

Langue:

english

Fichier:

PDF, 314 KB

english, 2007

14

[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.

Année:

2011

Langue:

english

Fichier:

PDF, 989 KB

english, 2011

15

[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

Année:

2014

Langue:

english

Fichier:

PDF, 477 KB

english, 2014

16

[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.

Année:

2013

Langue:

english

Fichier:

PDF, 181 KB

english, 2013

17

[IEEE 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Southampton, United Kingdom (2013.09.22-2013.09.25)] 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Structured sparsity using backwards elimination for Automatic Music Transcription

Keriven, Nicolas, O'Hanlon, Ken, Plumbley, Mark D.

Année:

2013

Langue:

english

Fichier:

PDF, 280 KB

english, 2013

18

[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

Année:

2007

Langue:

english

Fichier:

PDF, 361 KB

english, 2007

19

[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.

Année:

2012

Langue:

english

Fichier:

PDF, 320 KB

english, 2012

20

[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.

Année:

2014

Langue:

english

Fichier:

PDF, 113 KB

english, 2014

21

[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.

Année:

2014

Langue:

english

Fichier:

PDF, 116 KB

english, 2014

22

[IEEE 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Southampton, United Kingdom (2013.09.22-2013.09.25)] 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Learning incoherent subspaces for classification via supervised iterative projections and rotations

Barchiesi, Daniele, Plumbley, Mark D.

Année:

2013

Langue:

english

Fichier:

PDF, 342 KB

english, 2013

23

Fast Multidimensional Entropy Estimation by $k$-d Partitioning

Stowell, Dan, Plumbley, Mark D.

Journal:

IEEE Signal Processing Letters

Année:

2009

Langue:

english

Fichier:

PDF, 204 KB

english, 2009

24

Acoustic Scene Classification: Classifying environments from the sounds they produce

Barchiesi, Daniele, Giannoulis, Dimitrios, Stowell, Dan, Plumbley, Mark D.

Journal:

IEEE Signal Processing Magazine

Année:

2015

Langue:

english

Fichier:

PDF, 1.85 MB

english, 2015

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

Année:

2007

Langue:

english

Fichier:

PDF, 687 KB

english, 2007

26

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

Année:

2008

Langue:

english

Fichier:

PDF, 753 KB

english, 2008

27

Detection and Classification of Acoustic Scenes and Events

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

Journal:

IEEE Transactions on Multimedia

Année:

2015

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2015

28

[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.

Année:

2015

Langue:

english

Fichier:

PDF, 215 KB

english, 2015

29

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

Année:

2015

Langue:

english

Fichier:

PDF, 2.70 MB

english, 2015

30

[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

Année:

2015

Langue:

english

Fichier:

PDF, 188 KB

english, 2015

31

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

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

Année:

2018

Langue:

english

Fichier:

PDF, 680 KB

english, 2018

32

Computational Analysis of Sound Scenes and Events || Future Perspective

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

Année:

2018

Langue:

english

Fichier:

PDF, 162 KB

english, 2018

33

[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

Année:

2018

Langue:

english

Fichier:

PDF, 854 KB

english, 2018

34

[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

Année:

2018

Langue:

english

Fichier:

PDF, 276 KB

english, 2018

35

[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

Année:

2018

Langue:

english

Fichier:

PDF, 352 KB

english, 2018

36

[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

Année:

2018

Langue:

english

Fichier:

PDF, 898 KB

english, 2018

37

[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.

Année:

2019

Langue:

english

Fichier:

PDF, 342 KB

english, 2019

38

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

Année:

2019

Langue:

english

Fichier:

PDF, 8 KB

english, 2019

39

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

Année:

2018

Fichier:

PDF, 346 KB

2018

40

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

Année:

2020

Fichier:

PDF, 3.19 MB

2020

41

Lyapunov functions for convergence of principal component algorithms

Mark D. Plumbley

Journal:

Neural Networks

Année:

1995

Langue:

english

Fichier:

PDF, 1.11 MB

english, 1995

42

Sparse representations of polyphonic music

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

Journal:

Signal Processing

Année:

2006

Langue:

english

Fichier:

PDF, 755 KB

english, 2006

43

Audio source separation with a signal-adaptive local cosine transform

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

Journal:

Signal Processing

Année:

2007

Langue:

english

Fichier:

PDF, 380 KB

english, 2007

44

Efficient information transfer and anti-Hebbian neural networks

Mark D. Plumbley

Journal:

Neural Networks

Année:

1993

Langue:

english

Fichier:

PDF, 859 KB

english, 1993

45

Unsupervised neural network learning procedures for feature extraction and classification

Suzanna Becker, Mark Plumbley

Journal:

Applied Intelligence

Année:

1996

Langue:

english

Fichier:

PDF, 1.54 MB

english, 1996

46

Geometrical methods for non-negative ICA: Manifolds, Lie groups and toral subalgebras

Mark D. Plumbley

Journal:

Année:

2005

Langue:

english

Fichier:

PDF, 608 KB

english, 2005

47

An adaptive stereo basis method for convolutive blind audio source separation

Maria G. Jafari, Emmanuel Vincent, Samer A. Abdallah, Mark D. Plumbley, Mike E. Davies

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 545 KB

english, 2008

48

Efficient Bayesian inference for harmonic models via adaptive posterior factorization

Emmanuel Vincent, Mark D. Plumbley

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 363 KB

english, 2008

49

A measure of statistical complexity based on predictive information with application to finite spin systems

Samer A. Abdallah, Mark D. Plumbley

Journal:

Physics Letters A

Année:

2012

Langue:

english

Fichier:

PDF, 771 KB

english, 2012

50

Context-Dependent Beat Tracking of Musical Audio

Matthew E. P. Davies, Mark D. Plumbley

Journal:

IEEE Transactions on Audio Speech and Language Processing

Année:

2007

Langue:

english

Fichier:

PDF, 687 KB

english, 2007