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Article

Grais, Emad M., Roma, Gerard, Simpson, Andrew J. R. and Plumbley, Mark (2017) Two Stage Single Channel Audio Source Separation using Deep Neural Networks IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25 (9). pp. 1469-1479.

Xu, Yong, Huang, Qiang, Wang, Wenwu, Foster, Peter, Sigtia, S, Jackson, Philip and Plumbley, Mark (2017) Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 25 (6). pp. 1230-1241.

Benetos, E, Lafay, G, Lagrange, M and Plumbley, Mark (2017) Polyphonic Sound Event Tracking using Linear Dynamical Systems IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 25 (6). pp. 1266-1277.

Sigtia, S, Stark, AM, Krstulovic, S and Plumbley, Mark (2016) Automatic environmental sound recognition: Performance versus computational cost IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, 24 (11). pp. 2096-2107.

Grais, EM, Roma, G, Simpson, AJR and Plumbley, MD (2016) Discriminative Enhancement for Single Channel Audio Source Separation using Deep Neural Networks arXiv.

O'Hanlon, K, Nagano, H, Keriven, N and Plumbley, MD (2016) Non-Negative Group Sparsity with Subspace Note Modelling for Polyphonic Transcription IEEE/ACM Transactions on Audio, Speech and Language Processing, 24 (3). pp. 530-542.

Qin, Z, Gao, Y, Plumbley, MD and Parini, CG (2015) Wideband spectrum sensing on real-time signals at sub-Nyquist sampling rates in single and cooperative multiple nodes IEEE Transactions on Signal Processing, 64 (12). pp. 3106-3117.

Stowell, D, Giannoulis, D, Benetos, E, Lagrange, M and Plumbley, MD (2015) Detection and Classification of Acoustic Scenes and Events. IEEE Transactions on Multimedia, 17 (10). pp. 1733-1746.

Wang, W, Dong, J and Plumbley, MD (2015) Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning IEEE Transactions on Signal Processing.

Simpson, AJR, Roma, G and Plumbley, MD (2015) Deep Remix: Remixing Musical Mixtures Using a Convolutional Deep Neural Network

Barchiesi, D, Giannoulis, D, Stowell, D and Plumbley, MD (2015) Acoustic Scene Classification: Classifying environments from the sounds they produce IEEE Signal Processing Magazine, 32 (3). pp. 16-34.

Robertson, A and Plumbley, MD (2015) Event-based Multitrack Alignment using a Probabilistic Framework Journal of New Music Research, 44 (2). pp. 71-82.

Barchiesi, D and Plumbley, MD (2015) Learning Incoherent Subspaces: Classification via Incoherent Dictionary Learning Journal of Signal Processing Systems, 79 (2). pp. 189-199.

Badeau, R and Plumbley, MD (2014) Multichannel high-resolution NMF for modeling convolutive mixtures of non-stationary signals in the Time-Frequency domain IEEE/ACM Transactions on Audio, Speech and Language Processing, 22 (11). pp. 1670-1680.

Plumbley, MD (2014) Separating Musical Audio Signals Acoustics Bulletin, 39 (6). pp. 44-47.

Stowell, D and Plumbley, MD (2014) Large-scale analysis of frequency modulation in birdsong data bases Methods in Ecology and Evolution, 5 (9). pp. 901-912.

Stowell, D and Plumbley, MD (2014) Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning PeerJ, 2, e488.

Ewert, S, Pardo, B, Mueller, M and Plumbley, MD (2014) Score-Informed Source Separation for Musical Audio Recordings [An overview] IEEE SIGNAL PROCESSING MAGAZINE, 31 (3). pp. 116-124.

Wilson, G, Aruliah, DA, Brown, CT, Hong, NPC, Davis, M, Guy, RT, Haddock, SHD, Huff, KD, Mitchell, IM, Plumbley, MD, Waugh, B, White, EP and Wilson, P (2014) Best Practices for Scientific Computing PLOS BIOLOGY, 12 (1), ARTN e.

Sturm, BL, Mailhe, B and Plumbley, MD (2013) On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" (vol 50, pg 2231, 2004) IEEE TRANSACTIONS ON INFORMATION THEORY, 59 (8). pp. 5206-5209.

Stowell, D and Plumbley, MD (2013) Segregating Event Streams and Noise with a Markov Renewal Process Model Journal of Machine Learning Research, 14. pp. 2213-2238.

Plumbley, MD (2013) Hearing the shape of a room PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 110 (30). pp. 12162-12163.

Robertson, A and Plumbley, MD (2013) Synchronizing Sequencing Software to a Live Drummer COMPUTER MUSIC JOURNAL, 37 (2). pp. 46-60.

Barchiesi, D and Plumbley, MD (2013) Learning Incoherent Dictionaries for Sparse Approximation Using Iterative Projections and Rotations IEEE TRANSACTIONS ON SIGNAL PROCESSING, 61 (8). pp. 2055-2065.

Murray-Browne, T, Mainstone, D, Bryan-Kinns, N and Plumbley, MD (2013) The serendiptichord: Reflections on the collaborative design process between artist and researcher Leonardo, 46 (1). pp. 86-87.

Stowell, D and Plumbley, MD (2013) Segregating event streams and noise with a Markov renewal process model. Journal of Machine Learning Research, 14, 1. pp. 2213-2238.

Adler, A, Emiya, V, Jafari, MG, Elad, M, Gribonval, R and Plumbley, MD (2012) Audio Inpainting IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 20 (3). pp. 922-932.

Abdallah, SA and Plumbley, MD (2012) A measure of statistical complexity based on predictive information with application to finite spin systems PHYSICS LETTERS A, 376 (4). pp. 275-281.

Stark, AM and Plumbley, MD (2012) Performance Following: Real-Time Prediction of Musical Sequences Without a Score IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 20 (1). pp. 190-199.

Degara, N, Argones Rua, E, Pena, A, Torres-Guijarro, S, Davies, MEP and Plumbley, MD (2012) Reliability-Informed Beat Tracking of Musical Signals IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 20 (1). pp. 290-301.

Degara, N, Davies, MEP, Pena, A and Plumbley, MD (2011) Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 5 (6). pp. 1228-1239.

Jafari, MG and Plumbley, MD (2011) Fast dictionary learning for sparse representations of speech signals IEEE Journal on Selected Topics in Signal Processing, 5 (5). pp. 1025-1031.

Davies, MEP, Degara, N and Plumbley, MD (2011) Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram IEEE SIGNAL PROCESSING LETTERS, 18 (3). pp. 157-160.

Stowell, D and Plumbley, MD (2011) Learning Timbre Analogies from Unlabelled Data by Multivariate Tree Regression JOURNAL OF NEW MUSIC RESEARCH, 40 (4). pp. 325-336.

Plumbley, MD, Blumensath, T, Daudet, L, Gribonval, R and Davies, ME (2010) Sparse Representations in Audio and Music: From Coding to Source Separation PROCEEDINGS OF THE IEEE, 98 (6). pp. 995-1005.

Stowell, D and Plumbley, MD (2010) Delayed Decision-making in Real-time Beatbox Percussion Classification JOURNAL OF NEW MUSIC RESEARCH, 39 (3), PII 929374. pp. 203-213.

Stowell, D, Robertson, A, Bryan-Kinns, N and Plumbley, MD (2009) Evaluation of live human-computer music-making: Quantitative and qualitative approaches INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 67 (11). pp. 960-975.

Stowell, D and Plumbley, MD (2009) Fast Multidimensional Entropy Estimation by k-d Partitioning IEEE SIGNAL PROCESSING LETTERS, 16 (6). pp. 537-540.

Abdallah, S and Plumbley, M (2009) Information dynamics: patterns of expectation and surprise in the perception of music CONNECTION SCIENCE, 21 (2-3), PII 911580. pp. 89-117.

Vincent, E and Plumbley, MD (2008) Efficient Bayesian inference for harmonic models via adaptive posterior factorization NEUROCOMPUTING, 72 (1-3). pp. 79-87.

Jafari, MG, Vincent, E, Abdallah, SA, Plumbley, MD and Davies, ME (2008) An adaptive stereo basis method for convolutive blind audio source separation NEUROCOMPUTING, 71 (10-12). pp. 2087-2097.

Laurberg, H, Christensen, MG, Plumbley, MD, Hansen, LK and Jensen, SH (2008) Theorems on positive data: on the uniqueness of NMF. Comput Intell Neurosci.

Plumbley, MD (2007) On polar polytopes and the recovery of sparse representations IEEE TRANSACTIONS ON INFORMATION THEORY, 53 (9). pp. 3188-3195.

Nesbit, A, Plumbley, MD and Davies, ME (2007) Audio source separation with a signal-adaptive local cosine transform SIGNAL PROCESSING, 87 (8). pp. 1848-1858.

Vincent, E, Gribonval, R and Plumbley, MD (2007) Oracle estimators for the benchmarking of source separation algorithms SIGNAL PROCESSING, 87 (8). pp. 1933-1950.

Vincent, E and Plumbley, MD (2007) Low bit-rate object coding of musical audio using Bayesian harmonic models IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 15 (4). pp. 1273-1282.

Davies, MEP and Plumbley, MD (2007) Context-dependent beat tracking of musical audio IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 15 (3). pp. 1009-1020.

Plumbley, MD, Abdallah, SA, Blumensath, T and Davies, ME (2006) Sparse representations of polyphonic music SIGNAL PROCESSING, 86 (3). pp. 417-431.

Abdallah, SA and Plumbley, MD (2006) Unsupervised analysis of polyphonic music by sparse coding IEEE TRANSACTIONS ON NEURAL NETWORKS, 17 (1). pp. 179-196.

Plumbley, MD (2005) Geometrical methods for non-negative ICA: Manifolds, Lie groups and toral subalgebras NEUROCOMPUTING, 67. pp. 161-197.

Oja, E and Plumbley, M (2004) Blind separation of positive sources by globally convergent gradient search NEURAL COMPUTATION, 16 (9). pp. 1811-1825.

Plumbley, MD and Oja, E (2004) A "nonnegative PCA" algorithm for independent component analysis IEEE TRANSACTIONS ON NEURAL NETWORKS, 15 (1). pp. 66-76.

Plumbley, MD (2003) Algorithms for nonnegative independent component analysis IEEE TRANSACTIONS ON NEURAL NETWORKS, 14 (3). pp. 534-543.

Plumbley, M (2002) Conditions for nonnegative independent component analysis IEEE SIGNAL PROCESSING LETTERS, 9 (6). pp. 177-180.

Plumbley, MD (1999) Do cortical maps adapt to optimize information density? NETWORK-COMPUTATION IN NEURAL SYSTEMS, 10 (1). pp. 41-58.

Tsui, KC, Azvine, B and Plumbley, M (1996) The roles of neural and evolutionary computing in intelligent software systems BT TECHNOLOGY JOURNAL, 14 (4). pp. 46-54.

Becker, S and Plumbley, M (1996) Unsupervised neural network learning procedures for feature extraction and classification APPLIED INTELLIGENCE, 6 (3). pp. 185-203.

Robbins, GE, Plumbley, MD, Hughes, JC, Fallside, F and Prager, RW (1993) Generation and Adaptation of Neural Networks by Evolutionary Techniques (GANNET). Neural Computing and Applications, 1, 1. pp. 23-31.

Book Section

Evangelista, G, Marchand, S, Plumbley, MD and Vincent, E (2011) Sound Source Separation In: DAFX: Digital Audio Effects. John Wiley & Sons, Ltd, Chichester, UK, pp. 551-588. ISBN 9781119991298

Nesbit, A, Jafari, MG, Vincent, E and Plumbley, MD (2010) Audio source separation using sparse representations In: Machine Audition: Principles, Algorithms and Systems. UNSPECIFIED, pp. 246-264. ISBN 9781615209194

Plumbley, MD, Cichocki, A and Bro, R (2010) Non-negative mixtures In: Handbook of Blind Source Separation. UNSPECIFIED, pp. 515-547. ISBN 9780123747266

Vincent, E, Jafari, MG, Abdallah, SA, Plumbley, MD and Davies, ME (2010) Probabilistic modeling paradigms for audio source separation In: Machine Audition: Principles, Algorithms and Systems. UNSPECIFIED, pp. 162-185. ISBN 9781615209194

Taylor, JG and Plumbley, MD (1993) Information Theory and Neural Networks In: UNSPECIFIED UNSPECIFIED, pp. 307-340.

Monograph

Abdallah, SA and Plumbley, MD (2012) Predictive Information Rate in Discrete-time Gaussian Processes Technical Report. arXiv.

Report

Abdallah, SA and Plumbley, MD (2010) A measure of statistical complexity based on predictive information [Report]

Plumbley, MD (2005) Polar Polytopes and Recovery of Sparse Representations [Report]

Conference or Workshop Item

Grais, Emad M and Plumbley, Mark (2017) Single Channel Audio Source Separation using Convolutional Denoising Autoencoders In: 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP2017), 14 - 16 November 2017, Montreal, Canada.

Li, S, Dixon, S and Plumbley, Mark (2017) Clustering expressive timing with regressed polynomial coefficients demonstrated by a model selection test In: 18th International Society for Music Information Retrieval Conference, 23 - 27 October 2017, Suzhou, China.

Zermini, Alfredo, Liu, Qingju, Xu, Yong, Plumbley, Mark, Betts, Dave and Wang, Wenwu (2017) Binaural and Log-Power Spectra Features with Deep Neural Networks for Speech-Noise Separation In: MMSP 2017 - IEEE 19th International Workshop on Multimedia Signal Processing, 16-18 Oct 2017, Putteridge Bury, Luton, Bedfordshire, UK.

Kong, Qiuqiang, Xu, Yong and Plumbley, Mark (2017) Joint Detection and Classification Convolutional Neural Network on Weakly Labelled Bird Audio Detection In: 25th European Signal Processing Conference (EUSIPCO) 2017, Aug 28 - Sep 2 2017, Kos Island, Greece.

Ward, Dominic, Wierstorf, Hagen, Mason, Russell, Plumbley, Mark and Hummersone, Christopher (2017) Estimating the loudness balance of musical mixtures using audio source separation In: 3rd Workshop on Intelligent Music Production, (WIMP 2017), 15 September, 2017, Salford, UK.

Kroos, Christian, Bundgaard-Nielsen, RL, Best, CT and Plumbley, Mark (2017) Using deep neural networks to estimate tongue movements from speech face motion In: 14th International Conference on Auditory-Visual Speech Processing (AVSP2017), 25 - 26 August 2017, Stockholm,Sweden.

Xu, Yong, Kong, Qiuqiang, Huang, Qiang, Wang, Wenwu and Plumbley, Mark (2017) Attention and Localization based on a Deep Convolutional Recurrent Model forWeakly Supervised Audio Tagging In: Interspeech 2017, 20 - 24 August 2017, Stockholm, Sweden.

Kroos, Christian and Plumbley, Mark (2017) Learning the mapping function from voltage amplitudes to sensor positions in 3D-EMA using deep neural networks In: Interspeech 2017, 20 - 24 August 2017, Stockholm, Sweden.

Zermini, Alfredo, Wang, Wenwu, Kong, Qiuqiang, Xu, Yong and Plumbley, Mark (2017) Audio source separation with deep neural networks using the dropout algorithm In: Signal Processing with Adaptive Sparse Structured Representations (SPARS) 2017, 05-08 Jun 2017, Instituto Superior Técnico, University of Lisbon, Lisbon, Portugal.

Grais, EM, Roma, G, Simpson, AJR and Plumbley, Mark (2017) Discriminative Enhancement for Single Channel Audio Source Separation using Deep Neural Networks In: 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), 2017-02-21 - 2017-02-23, Grenoble, France.

Hamon, R, Rencker, Lucas, Emiya, V, Wang, Wenwu and Plumbley, Mark (2017) Assessment of musical noise using localization of isolated peaks in time-frequency domain In: The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP2017, 2017-03-05 - 2017-03-09, New Orleans, USA.

O'Brien, Cian and Plumbley, Mark (2017) Automatic Music Transcription Using Low Rank Non-Negative Matrix Decomposition In: 25th European Signal Processing Conference EUSIPCO2017, 28th August - 2nd September 2017, Kos island, Greece.

Xu, Yong, Kong, Qiuqiang, Huang, Qiang, Wang, Wenwu and Plumbley, Mark (2017) Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging In: The 2017 International Joint Conference on Neural Networks (IJCNN 2017), 2017-05-14 - 2017-05-19, Anchorage, Alaska.

Huang, Qiang, Xu, Yong, Jackson, Philip, Wang, Wenwu and Plumbley, Mark (2017) Fast Tagging of Natural Sounds Using Marginal Co-regularization In: ICASSP2017, The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing, 2017-03-05 - 2017-03-09, New Orleans, USA.

Simpson, AJR, Roma, G, Grais, EM, Mason, Russell, Hummersone, Christopher and Plumbley, Mark (2017) Psychophysical Evaluation of Audio Source Separation Methods In: 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), 2017-02-21 - 2017-02-23, Grenoble, France.

Rencker, Lucas, Wang, Wenwu and Plumbley, Mark (2017) A greedy algorithm with learned statistics for sparse signal reconstruction In: The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2017, 2017-03-05 - 2017-03-09, New Orleans, USA.

Kong, Qiuqiang, Xu, Yong, Wang, Wenwu and Plumbley, Mark (2017) A joint detection-classification model for audio tagging of weakly labelled data In: ICASSP 2017, The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing, 2017-03-05 - 2017-03-09, New Orleans, USA.

Zermini, Alfredo, Yu, Yang, Xu, Yong, Plumbley, Mark and Wang, Wenwu (2016) Deep neural network based audio source separation In: 11th IMA International Conference on Mathematics in Signal Processing, 2016-12-12 - 2016-12-14, IET Austin Court, Birmingham, UK.

Plumbley, Mark and O’Brien, C (2016) Sparse Kernel Dictionary Learning In: 11th IMA International Conference on Mathematics in Signal Processing, 2016-12-12 - 2016-12-14, IET Austin Court, Birmingham.

Li, S, Black, DAA and Plumbley, Mark (2016) The Clustering of Expressive Timing Within a Phrase in Classical Piano Performances by Gaussian Mixture Models In: 11th International Symposium on Computer Music Multidisciplinary Research (CMMR), 2015-06-16 - 2015-06-19, Plymouth, UK.

Xu, Y, Huang, Q, Wang, W, Jackson, PJB and Plumbley, MD (2016) Fully DNN-based Multi-label regression for audio tagging In: DCASE2016 Workshop (Workshop on Detection and Classification of Acoustic Scenes and Events), 2016-09-03 - 2016-09-03, Budapest, Hungary.

Xu, Y, Huang, Q, Wang, W and Plumbley, MD (2016) Hierarchical Learning for DNN-Based Acoustic Scene Classification In: DCASE2016 Workshop (Workshop on Detection and Classification of Acoustic Scenes and Events), 2016-09-03 - 2016-09-03, Budapest, Hungary.

Girgis, Emad, Roma, G, Simpson, AJR and Plumbley, Mark (2016) Combining Mask Estimates for Single Channel Audio Source Separation using Deep Neural Networks In: Interspeech2016, 2016-09-08 - 2016-09-12, San Francisco, California.

Roma, G, Grais, EM, Simpson, AJR and Plumbley, MD (2016) MUSIC REMIXING AND UPMIXING USING SOURCE SEPARATION In: 2nd AES Workshop on Intelligent Music Production, 2016-09-13 - 2016-09-13, London, UK.

Sobieraj, Iwona and Plumbley, Mark (2016) Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection In: Detection and Classification of Acoustic Scenes and Events 2016, 3 Sept 2016, Budapest, Hungary.

Girgis, Emad, Roma, G, Simpson, AJR and Plumbley, Mark (2016) Single Channel Audio Source Separation using Deep Neural Network Ensembles In: 140th Convention of the Audio Engineering Society, 2016-06-04 - 2016-06-07, Paris, France.

Roma, G, Simpson, AJR, Grais, EM and Plumbley, M (2016) Remixing musical audio on the web using source separation In: 2nd Web Audio Conference (WAC), 2016-04-04 - 2016-04-06, Atlanta, Georgia..

BENETOS, E, Lafay, G, Lagrange, M and Plumbley, MD (2016) Detection of overlapping acoustic events using a temporally-constrained probabilistic model In: ICASSP 2016, 2016-03-20 - 2016-03-25, Shanghai, China.

Fonr, F, Brookes, TS, Fazekas, G, Guerber, M, La Burthe, A, Plans, D, Plumbley, M, Shaashua, M, Wang, W and Serra, X (2016) Audio Commons: bringing Creative Commons audio content to the creative industries In: 61st International Conference: Audio for Games, 2016-02-10 - 2016-02-12, London, UK.

Kong, Qiuqiang, Sobieraj, Iwona, Wang, Wenwu and Plumbley, Mark (2016) Deep Neural Network Baseline for DCASE Challenge 2016 In: Detection and Classification of Acoustic Scenes and Events 2016, 2016-09-03, Budapest, Hungary.

Simpson, AJR, Roma, G, Grais, EM, Mason, RD, Hummersone, C, Liutkus, A and Plumbley, MD (2016) Evaluation of Audio Source Separation Models Using Hypothesis-Driven Non-Parametric Statistical Methods In: European Signal Processing Conference (EUSIPCO) 2016, 2016-08-29 - 2016-09-02, Budapest.

Roma, G, Grais, EM, Simpson, AJR, Sobieraj, I and Plumbley, MD (2016) UNTWIST: A NEW TOOLBOX FOR AUDIO SOURCE SEPARATION In: 17th International Society for Music Information Retrieval Conference, 2016, 2016 - ?.

Li, S, Dixon, S, Black, DAA and Plumbley, MD (2016) A model selection test on effective factors of the choice of expressive timing clusters for a phrase In: 13th Sound and Music Computing Conference (SMC 2016), 2016-08-31 - 2016-09-03, Hamburg, Germany.

Simpson, AR, Roma, G and Plumbley, M (2015) Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network In: Latent Variable Analysis and Signal Separation: 12th International Conference, LVA/ICA 2015, 25-28 Aug 2015, Liberec, Czech Republic.

Baume, C, Plumbley, MD and Calic, J (2015) Use of audio editors in radio production In: Audio Engineering Society 138th Convention, 2015-05-07-2015-05-10, Warsaw, Poland.

O'Hanlon, K, Plumbley, MD and Sandler, M (2015) Non-negative Matrix Factorisation incorporating greedy Hellinger sparse coding applied to polyphonic music transcription In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), 2015-04-19 - 2015-04-24, Brisbane.

Ewert, S, Plumbley, MD and Sandler, M (2015) A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), 2015-04-19 - 2015-04-24, Brisbane, Australia.

Foster, P, Sigtia, S, Krstulovic, S, Barker, J and Plumbley, MD (2015) Chime-home: A dataset for sound source recognition in a domestic environment. In: 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 18-21 Oct 2015, New Paltz, NY.

Simpson, AJR, Roma, G and Plumbley, MD (2015) Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network.

Barthet, M, Plumbley, MD, Kachkaev, A, Dykes, J, Wolff, D and Weyde, T (2014) Big chord data extraction and mining In: Proceedings of the 9th Conference on Interdisciplinary Musicology - CIM14, ? - ?, Berlin, Germany.

Zhijin Qin, , Yue Gao, , Plumbley, MD, Parini, CG and Cuthbert, LG (2014) Efficient compressive spectrum sensing algorithm for M2M devices In: Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2014-12-03 - 2014-12-05, Atlanta, Georgia.

Kachkaev, A, Wolff, D, Barthet, M, Plumbley, MD, Dykes, J and Weyde, T (2014) Visualising chord progressions in music collections: a big data approach In: 15th International Society for Music Information Retrieval Conference (ISMIR), Taipei, Taiwan, 27-31 Oct 2014 [Late Breaking/Demo paper], 2014-10-27 - 2014-10-31.

Weyde, T, Cottrell, S, Dykes, J, Benetos, E, Wolff, D, Tidhar, D, Kachkaev, A, Plumbley, M, Dixon, S, Barthet, M, Gold, N, Abdallah, S, Alancar-Brayner, A, Mahey, M and Tovell, A (2014) Big Data for Musicology In: Proceedings of the 1st International Workshop on Digital Libraries for Musicology (DLfM 2014), 2014-09-12 - 2014-09-12.

Stowell, D and Plumbley, MD (2014) Audio-only bird classification using unsupervised feature learning In: Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014.

Weyde, T, Cottrell, S, Benetos, E, Wolff, D, Tidhar, D, Dykes, J, Plumbley, M, Dixon, S, Barthet, M, Gold, N, Abdallah, S and Mahey, M (2014) Digital Music Lab: A Framework for Analysing Big Music Data In: Second European Conference on Data Analysis (ECDA 2014), July 2-4, 2014, ? - ?.

Murray-Browne, T and Plumbley, M (2014) Harmonic Motion: A Toolkit for Processing Gestural Data for Interactive Sound In: Proceedings of the International Conference on New Interfaces for Musical Expression (NIME), 2014-06 - ?.

Stowell, D and Plumbley, MD (2014) Robust bird species recognition: making it work for dawn chorus audio archives In: Ecology and acoustics: emergent properties from community to landscape, 16-18 Jun 2014 Paris, France, 2014-06-16 - 2014-06-18, Paris, France. (Unpublished)

Ewert, S, Plumbley, MD and Sandler, M (2014) Accounting for phase cancellations in non-negative matrix factorization using weighted distances In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Giannoulis, D, Benetos, E, Klapuri, A and Plumbley, MD (2014) Improving instrument recognition in polyphonic music through system integration In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

O'Hanlon, K and Plumbley, MD (2014) Polyphonic piano transcription using non-negative Matrix Factorisation with group sparsity In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Stowell, D and Plumbley, MD (2014) An Open Dataset for Research on Audio Field Recording Archives: freefield1010 In: Proceedings of the AES 53rd International Conference: Semantic Audio, 2014-01-27 - 2014-01-29.

Cano, E, Plumbley, M and Dittmar, C (2014) Phase-based harmonic/percussive separation In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2014-09-14 - 2014-09-18.

Barchiesi, D and Plumbley, MD (2013) Learning incoherent subspaces for classification via supervised iterative projections and rotations In: 2013 IEEE International Workshop on Machine Learning for Signal Processing, 2013-09-22 - 2013-09-22, Southampton, United Kingdom.

Figueira, LA, Cannam, C and Plumbley, MD (2013) Software techniques for good practice in audio and music research

Ekeus, H, Mcowan, PW and Plumbley, MD (2013) Eye Tracking as Interface for Parametric Design In: CHI 2013 Workshop on "Gaze Interaction in the Post-WIMP World",, ? - ?.

O'Hanlon, K and Plumbley, MD (2013) AUTOMATIC MUSIC TRANSCRIPTION USING ROW WEIGHTED DECOMPOSITIONS In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013-05-26 - 2013-05-31, Vancouver, CANADA.

Mailhe, B, Sturm, B and Plumbley, MD (2013) BEHAVIOR OF GREEDY SPARSE REPRESENTATION ALGORITHMS ON NESTED SUPPORTS In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013-05-26 - 2013-05-31, Vancouver, CANADA.

Giannoulis, D, Stowell, D, Benetos, E, Rossignol, M, Lagrange, M and Plumbley, MD (2013) A DATABASE AND CHALLENGE FOR ACOUSTIC SCENE CLASSIFICATION AND EVENT DETECTION In: 21st European Signal Processing Conference (EUSIPCO), 2013-09-09 - 2013-09-13, Marrakesh, MOROCCO.

Giannoulis, D, Benetos, E, Stowell, D, Rossignol, M, Lagrange, M and Plumbley, MD (2013) DETECTION AND CLASSIFICATION OF ACOUSTIC SCENES AND EVENTS: AN IEEE AASP CHALLENGE In: 14th IEEE Workshop on Applications of Signal Processing to AudNew Paltzio and Acoustics (WASPAA), 2013-10-20 - 2013-10-23, New Paltz, NY.

Mailhe, B and Plumbley, MD (2013) Dictionary Learning via Projected Maximal Exploration In: IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013-12-03 - 2013-12-05, Austin, TX.

Stowell, D, Musevic, S, Bonada, J and Plumbley, MD (2013) IMPROVED MULTIPLE BIRDSONG TRACKING WITH DISTRIBUTION DERIVATIVE METHOD AND MARKOV RENEWAL PROCESS CLUSTERING In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013-05-26 - 2013-05-31, Vancouver, CANADA.

O'Hanlon, K and Plumbley, MD (2013) Learning Overcomplete Dictionaries with l(0)-Sparse Non-negative Matrix Factorisation In: IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013-12-03 - 2013-12-05, Austin, TX.

Qin, Z, Gao, Y, Plumbley, MD, Parini, CG and Cuthbert, LG (2013) Low-rank Matrix Completion based Malicious User Detection in Cooperative Spectrum Sensing In: IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013-12-03 - 2013-12-05, Austin, TX.

Badeau, R and Plumbley, MD (2013) MULTICHANNEL HR-NMF FOR MODELLING CONVOLUTIVE MIXTURES OF NON-STATIONARY SIGNALS IN THE TIME-FREQUENCY DOMAIN In: 14th IEEE Workshop on Applications of Signal Processing to AudNew Paltzio and Acoustics (WASPAA), 2013-10-20 - 2013-10-23, New Paltz, NY.

Badeau, R and Plumbley, MD (2013) PROBABILISTIC TIME-FREQUENCY SOURCE-FILTER DECOMPOSITION OF NON-STATIONARY SIGNALS In: 21st European Signal Processing Conference (EUSIPCO), 2013-09-09 - 2013-09-13, Marrakesh, MOROCCO.

Giannoulis, D, Klapuri, A and Plumbley, MD (2013) RECOGNITION OF HARMONIC SOUNDS IN POLYPHONIC AUDIO USING A MISSING FEATURE APPROACH In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013-05-26 - 2013-05-31, Vancouver, CANADA.

Fritsch, J and Plumbley, MD (2013) SCORE INFORMED AUDIO SOURCE SEPARATION USING CONSTRAINED NONNEGATIVE MATRIX FACTORIZATION AND SCORE SYNTHESIS In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013-05-26 - 2013-05-31, Vancouver, CANADA.

Keriven, N, O'Hanlon, K and Plumbley, MD (2013) STRUCTURED SPARSITY USING BACKWARDS ELIMINATION FOR AUTOMATIC MUSIC TRANSCRIPTION In: 23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2013-09-22 - 2013-09-25, Southampton, ENGLAND.

Ekeus, H, Abdallah, SA, Mcowan, PW and Plumbley, MD (2013) How Predictable Do We Like Our Music? Eliciting Aesthetic Preferences With The Melody Triangle Mobile App In: Proceedings of the Sound and Music Computing Conference 2013, SMC 2013, Stockholm, Sweden.

Abdallah, SA and Plumbley, MD (2013) Predictive Information in Gaussian Processes with Application to Music Analysis.

Mailhe, B, Sturm, B and Plumbley, MD (2013) Recovery of nested supports by greedy sparse representation algorithms over non-normalized dictionaries In: In Proceedings of the Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS 2013), 8-11 July 2013. [Abstract only], 2013-07-08-2013-07-11, Lausanne, Switzerland.

O’Hanlon, K, Nagano, H and Plumbley, MD (2013) Using Oracle Analysis for Decomposition-Based Automatic Music Transcription In: From Sounds to Music and Emotions: 9th International Symposium, CMMR 2012, London, UK, June 19-22, 2012, Revised Selected Papers, ? - ?.

Hedayioglu, F, Jafari, MG, Mattos, SS, Plumbley, MD and Coimbra, MT (2012) Denoising and segmentation of the second heart sound using matching pursuit.

Abdallah, SA, Ekeus, H, Foster, P, Robertson, A and Plumbley, MD (2012) Cognitive music modelling: An information dynamics approach

Gretsistas, A and Plumbley, MD (2012) AN ALTERNATING DESCENT ALGORITHM FOR THE OFF-GRID DOA ESTIMATION PROBLEM WITH SPARSITY CONSTRAINTS In: 20th European Signal Processing Conference (EUSIPCO), 2012-08-27 - 2012-08-31, Bucharest, ROMANIA.

Cleju, N, Jafari, MG and Plumbley, MD (2012) ANALYSIS-BASED SPARSE RECONSTRUCTION WITH SYNTHESIS-BASED SOLVERS In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2012-03-25 - 2012-03-30, Kyoto, JAPAN.

Cleju, N, Jafari, MG and Plumbley, MD (2012) CHOOSING ANALYSIS OR SYNTHESIS RECOVERY FOR SPARSE RECONSTRUCTION In: 20th European Signal Processing Conference (EUSIPCO), 2012-08-27 - 2012-08-31, Bucharest, ROMANIA.

Hedayioglu, F, Jafari, MG, Mattos, SS, Plumbley, MD and Coimbra, MT (2012) Denoising and Segmentation of the Second Heart Sound Using Matching Pursuit In: 34th Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), 2012-08-28 - 2012-09-01, San Diego, CA.

Stowell, D and Plumbley, MD (2012) FRAMEWISE HETERODYNE CHIRP ANALYSIS OF BIRDSONG In: 20th European Signal Processing Conference (EUSIPCO), 2012-08-27 - 2012-08-31, Bucharest, ROMANIA.

Mailhe, B, Barchiesi, D and Plumbley, MD (2012) INK-SVD: LEARNING INCOHERENT DICTIONARIES FOR SPARSE REPRESENTATIONS In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2012-03-25 - 2012-03-30, Kyoto, JAPAN.

Fujihara, H, Klapuri, A and Plumbley, MD (2012) INSTRUMENTATION-BASED MUSIC SIMILARITY USING SPARSE REPRESENTATIONS In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2012-03-25 - 2012-03-30, Kyoto, JAPAN.

Barabasa, C, Jafari, M and Plumbley, MD (2012) A Robust Method for S1/S2 Heart Sounds Detection Without ECG Reference Based on Music Beat Tracking In: 10th International Symposium on Electronics and Telecommunications (ISETC), 2012-11-15 - 2012-11-16, Timisoara, ROMANIA.

Cannam, C, Figueira, LA and Plumbley, MD (2012) SOUND SOFTWARE: TOWARDS SOFTWARE REUSE IN AUDIO AND MUSIC RESEARCH In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2012-03-25 - 2012-03-30, Kyoto, JAPAN.

O'Hanlon, K, Nagano, H and Plumbley, MD (2012) STRUCTURED SPARSITY FOR AUTOMATIC MUSIC TRANSCRIPTION In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2012-03-25 - 2012-03-30, Kyoto, JAPAN.

Mailhé, B and Plumbley, MD (2012) Dictionary Learning with Large Step Gradient Descent for Sparse Representations.

Gretsistas, A and Plumbley, MD (2012) Group Polytope Faces Pursuit for Recovery of Block-Sparse Signals.

O'Hanlon, K, Nagano, H and Plumbley, MD (2012) Oracle analysis of sparse automatic music transcription In: Proc. 9th International Symposium on Computer Music Modeling and Retrieval (CMMR 2012): Music and Emotions, 19-22 June 2012.

Jafari, MG, Hedayioglu, FL, Coimbra, MT and Plumbley, MD (2011) Blind source separation of periodic sources from sequentially recorded instantaneous mixtures

Adler, A, Emiya, V, Jafari, MG, Elad, M, Gribonval, R and Plumbley, MD (2011) A CONSTRAINED MATCHING PURSUIT APPROACH TO AUDIO DECLIPPING In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011-05-22 - 2011-05-27, Prague Congress Ctr, Prague, CZECH REPUBLIC.

Barchiesi, D and Plumbley, MD (2011) DICTIONARY LEARNING OF CONVOLVED SIGNALS In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011-05-22 - 2011-05-27, Prague Congress Ctr, Prague, CZECH REPUBLIC.

Giannoulis, D, Barchiesi, D, Klapuri, A and Plumbley, MD (2011) ON THE DISJOINTESS OF SOURCES IN MUSIC USING DIFFERENT TIME-FREQUENCY REPRESENTATIONS In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011-10-16 - 2011-10-19, New Paltz, NY.

Hedayioglu, FL, Jafari, MG, Mattos, SS, Plumbley, MD and Coimbra, MT (2011) SEPARATING SOURCES FROM SEQUENTIALLY ACQUIRED MIXTURES OF HEART SIGNALS In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011-05-22 - 2011-05-27, Prague Congress Ctr, Prague, CZECH REPUBLIC.

Ophir, B, Elad, M, Bertin, N and Plumbley, MD (2011) SEQUENTIAL MINIMAL EIGENVALUES - AN APPROACH TO ANALYSIS DICTIONARY LEARNING In: 19th European Signal Processing Conference (EUSIPCO), 2011-08-29 - 2011-09-02, Barcelona, SPAIN.

O'Hanlon, K and Plumbley, MD (2011) STRUCTURE-AWARE DICTIONARY LEARNING WITH HARMONIC ATOMS In: 19th European Signal Processing Conference (EUSIPCO), 2011-08-29 - 2011-09-02, Barcelona, SPAIN.

Foster, P, Klapuri, A and Plumbley, MD (2011) Causal Prediction of Continuous-Valued Music Features.

Robertson, A, Stark, AM and Plumbley, MD (2011) Real-time Visual Beat Tracking using a Comb Filter Matrix. In: International Computer Music Conference 2011, 2011-07-31 - 2011-08-05, University of Huddersfield, UK.

Murray-Browne, T, Mainstone, D, Bryan-Kinns, N and Plumbley, MD (2011) The medium is the message: Composing instruments and performing mappings In: Proceedings of the International Conference on New Interfaces for Musical Expression (NIME 2011), 2011-05-30 - 2011-06-01.

Welburn, SJ and Plumbley, MD (2010) Improving the performance of pitch estimators

Murray-Browne, T, Mainstone, D, Bryan-Kinns, N and Plumbley, MD (2010) The Serendiptichord: A wearable instrument for contemporary dance performance

Jafari, MG and Plumbley, MD (2010) A doubly sparse greedy adaptive dictionary learning algorithm for music and large-scale data

Gretsistas, A, Damnjanovic, I and Plumbley, MD (2010) GRADIENT POLYTOPE FACES PURSUIT FOR LARGE SCALE SPARSE RECOVERY PROBLEMS In: 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010-03-14 - 2010-03-19, Dallas, TX.

Jaillet, F, Gribonval, R, Plumbley, MD and Zayyani, H (2010) AN L1 CRITERION FOR DICTIONARY LEARNING BY SUBSPACE IDENTIFICATION In: 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010-03-10 - 2010-03-19, Dallas, TX.

Gretsistas, A and Plumbley, MD (2010) A Multichannel Spatial Compressed Sensing Approach for Direction of Arrival Estimation In: 9th International Conference on Latent Variable Analysis and Signal Separation, 2010-09-27 - 2010-09-30, St Malo, FRANCE.

Degara, N, Pena, A, Davies, MEP and Plumbley, MD (2010) NOTE ONSET DETECTION USING RHYTHMIC STRUCTURE In: 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010-03-14 - 2010-03-19, Dallas, TX.

Stark, AM and Plumbley, MD (2010) PERFORMANCE FOLLOWING: TRACKING A PERFORMANCE WITHOUT A SCORE In: 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010-03-14 - 2010-03-19, Dallas, TX.

Damnjanovic, I, Davies, MEP and Plumbley, MD (2010) SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms In: 9th International Conference on Latent Variable Analysis and Signal Separation, 2010-09-27 - 2010-09-30, St Malo, FRANCE.

Stowell, D and Plumbley, MD (2010) Timbre remapping through a regression-tree technique

Stowell, D and Plumbley, MD (2010) Cross-associating unlabelled timbre distributions to create expressive musical mappings.

Welburn, SJ and Plumbley, MD (2009) Estimating parameters from audio for an EG+LFO model of pitch envelopes

Stark, AM, Davies, MEP and Plumbley, MD (2009) Real-time beat-synchronous analysis of musical audio

Welburn, SJ and Plumbley, MD (2009) Rendering audio using expressive MIDI

Robertson, AN and Plumbley, MD (2009) Post-processing fiddle~: A real-time multi-pitch tracking technique using harmonic partial subtraction for use within live performance systems In: International Computer Music Conference (ICMC) 2009, 2009-08-16 - 2009-08-21, Schulich School of Music of McGill University, 527 Sherbrooke St. West Montreal, Quebec, Canada, H3A 1E3.

Stark, AM and Plumbley, MD (2009) Real-time chord recognition for live performance In: International Computer Music Conference (ICMC) 2009, 2009-08-16 - 2009-08-21, Schulich School of Music of McGill University, 527 Sherbrooke St. West Montreal, Quebec, Canada, H3A 1E3.

Nesbit, A, Vincent, E and Plumbley, MD (2009) BENCHMARKING FLEXIBLE ADAPTIVE TIME-FREQUENCY TRANSFORMS FOR UNDERDETERMINED AUDIO SOURCE SEPARATION In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2009-04-19 - 2009-04-24, Taipei, TAIWAN.

Toyama, K and Plumbley, MD (2009) Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix In: 8th International Conference on Independent Component Analysis and Signal Separation, 2009-03-15 - 2009-03-18, Paraty, BRAZIL.

Nesbit, A, Vincent, E and Plumbley, MD (2009) Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation In: 8th International Conference on Independent Component Analysis and Signal Separation, 2009-03-15 - 2009-03-18, Paraty, BRAZIL.

Plumbley, MD and Bevilacqua, M (2009) SPARSE RECONSTRUCTION FOR COMPRESSED SENSING USING STAGE WISE POLYTOPE FACES PURSUIT In: 16th International Conference on Digital Signal Processing, 2009-07-05 - 2009-07-07, Santorini, GREECE.

Toyama, K and Plumbley, MD (2009) USING PHASE LINEARITY IN FREQUENCY-DOMAIN ICA TO TACKLE THE PERMUTATION PROBLEM In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2009-04-19 - 2009-04-24, Taipei, TAIWAN.

Jafari, MG and Plumbley, MD (2009) Speech denoising based on a greedy adaptive dictionary algorithm.

Davies, MEP, Plumbley, MD and Eck, D (2009) Towards a musical beat emphasis function.

Hockman, JA, Bello, JP, Davies, MEP and Plumbley, MD (2008) Automated rhythmic transformation of musical audio

Stowell, D and Plumbley, MD (2008) Robustness and independence of voice timbre features under live performance acoustic degradations

Stark, AM, Davies, MEP and Plumbley, MD (2008) Rhythmic analysis for real-time audio effects In: International Computer Music Conference, ICMC 2008, 2008-08-24 - 2008-08-29, Queen's University, Belfast, Northern Ireland.

Robertson, A, Plumbley, MD and Bryan-Kinns, N (2008) A Turing Test for B-Keeper: Evaluating an Interactive Real-Time Beat-Tracker

Nishimori, Y, Akaho, S and Plumbley, MD (2008) Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis In: 18th International Conference on Arificial Neural Networks (ICANN 2008), 2008-09-03 - 2008-09-06, Prague, CZECH REPUBLIC.

Nesbit, A and Plumbley, MD (2008) Oracle estimation of adaptive cosine packet transforms for underdetermined audio source separation In: 33rd IEEE International Conference on Acoustics, Speech and Signal Processing, 2008-03-30 - 2008-04-04, Las Vegas, NV.

Jafari, MG, Plumbley, MD and Davies, ME (2008) Speech separation using an adaptive sparse dictionary algorithm In: Workshop on Hands-Free Speech Communication and Microphone Arrays, 2008-05-06 - 2008-05-08, Trento, ITALY.

Jafari, MG and Plumbley, MD (2008) An adaptive orthogonal sparsifying transform for speech signals In: 3rd IEEE International Symposium on Control, Communications and Signal Processing (ISCCSP 2008), 2008-03-12 - 2008-03-14, St Julians, MALTA.

Stowell, D, Plumbley, MD and Bryan-Kinns, N (2008) Discourse Analysis Evaluation Method for Expressive Musical Interfaces.

Davies, MEP and Plumbley, MD (2008) Exploring the effect of rhythmic style classification on automatic tempo estimation.

Thiebaut, J-B, Abdallah, SA, Robertson, A, Bryan-Kinns, N and Plumbley, MD (2008) Real Time Gesture Learning and Recognition: Towards Automatic Categorization.

Jafari, MG and Plumbley, MD (2008) Separation of stereo speech signals based on a sparse dictionary algorithm.

Stark, AM, Plumbley, MD and Davies, MEP (2007) Audio effects for real-time performance using beat tracking

Jafari, MG and Plumbley, MD (2007) Convolutive blind source separation of speech signals in the low frequency bands

Vincent, E and Plumbley, MD (2007) Fast factorization-based inference for bayesian harmonic models

Welburn, SJ, Plumbley, MD and Vincent, E (2007) Object-Coding for Resolution-Free Musical Audio

Stowell, D and Plumbley, M (2007) Adaptive whitening for improved real-time audio onset detection In: International Computer Music Conference (ICMC) 2007, 2007-08-27 - 2007-08-31, Copenhagen, Denmark.

Plumbley, MD (2007) Dictionary learning for L1-exact sparse coding In: 7th International Conference on Independent Component Analysis and Signal Separation, 2007-09-09 - 2007-09-12, London, ENGLAND.

Nishimori, Y, Akaho, S, Abdallah, S and Plumbley, MD (2007) Flag manifolds for subspace ICA problems In: 32nd IEEE International Conference on Acoustics, Speech and Signal Processing, 2007-04-15 - 2007-04-20, Honolulu, HI.

Plumbley, MD (2007) Geometry and manifolds for independent component analysis In: 32nd IEEE International Conference on Acoustics, Speech and Signal Processing, 2007-04-15 - 2007-04-20, Honolulu, HI.

Davies, MEP and Plumbley, MD (2007) On the use of entropy for beat tracking evaluation In: 32nd IEEE International Conference on Acoustics, Speech and Signal Processing, 2007-04-15 - 2007-04-20, Honolulu, HI.

Jafari, MG and Plumbley, MD (2007) The role of high frequencies in convolutive blind source separation of speech signals In: 7th International Conference on Independent Component Analysis and Signal Separation, 2007-09-09 - 2007-09-12, London, ENGLAND.

Robertson, A and Plumbley, MD (2007) B-Keeper: A Beat-Tracker for Live Performance.

Stark, AM, Plumbley, MD and Davies, MEP (2007) Real-Time Beat-Synchronous Audio Effects.

Plumbley, MD (2006) Recovery of sparse representations by polytope faces pursuit In: 6th International Conference on Independent Component Analysis and Blind Signal Separation, 2006-03-05 - 2006-03-08, Charleston, SC.

Nishimori, Y, Akaho, S and Plumbley, MD (2006) Riemannian optimization method on generalized flag manifolds for complex and subspace ICA In: 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 2006-07-08 - 2006-07-13, Paris, FRANCE.

Nishimori, Y, Akaho, S and Plumbley, MD (2006) Riemannian optimization method on the flag manifold for independent subspace analysis In: 6th International Conference on Independent Component Analysis and Blind Signal Separation, 2006-03-05 - 2006-03-08, Charleston, SC.

Vincent, E and Plumbley, MD (2006) Single-channel mixture decomposition using Bayesian harmonic models In: 6th International Conference on Independent Component Analysis and Blind Signal Separation, 2006-03-05 - 2006-03-08, Charleston, SC.

Jafari, MG, Abdallah, SA, Plumbley, MD and Davies, ME (2006) Sparse coding for convolutive blind audio source separation In: 6th International Conference on Independent Component Analysis and Blind Signal Separation, 2006-03-05 - 2006-03-08, Charleston, SC.

Nesbit, A, Davies, ME, Plumbley, MD and Sandler, MB (2006) Source extraction from two-channel mixtures by joint cosine packet analysis.

Davies, MEP and Plumbley, MD (2006) A spectral difference approach to downbeat extraction in musical audio.

Davies, MEP, Brossier, PM and Plumbley, MD (2005) Beat tracking towards automatic musical accompaniment

Davies, MEP and Plumbley, MD (2005) Beat tracking with a two state model In: 30th IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005-03-19 - 2005-03-23, Philadelphia, PA.

Vincent, E and Plumbley, MD (2005) A prototype system for object coding of musical audio In: Workshop on Applications of Sigbak Processing to Audio and Acoustics, 2005-10-16 - 2005-10-19, New Paltz, NY.

Brossier, P, Bello, JP and Plumbley, MD (2004) Real-time temporal segmentation of note objects in music signals In: International Computer Music Conference (ICMC) 2004, 2004-08-01 - 2004-08-06, University of Miami, Coral Gables, Miami, USA.

Abdallah, S and Plumbley, MD (2004) Application of geometric dependency analysis to the separation of convolved mixtures In: 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA), 2004-09-22 - 2004-09-24, Granada, SPAIN.

Plumbley, MD (2004) Lie group methods for optimization with orthogonality constraints In: 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA), 2004-09-22 - 2004-09-24, Granada, SPAIN.

Plumbley, MD (2004) Optimization using Fourier expansion over a geodesic for non-negative ICA In: 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA), 2004-09-22 - 2004-09-24, Granada, SPAIN.

Davies, MEP and Plumbley, MD (2004) Causal Tempo Tracking of Audio.

Brossier, P, Bello, JP and Plumbley, MD (2004) Fast labelling of notes in music signals.

Abdallah, SM and Plumbley, MD (2004) Polyphonic transcription by non-negative sparse coding of power spectra.

Plumbley, MD, Abdallah, SA, Bello, JP, Davies, ME, Monti, G and Sandler, MB (2002) Automatic music transcription and audio source separation In: International Conference on Soft Computing and Intelligent Systems for Industry (SOCO/ISFI), 2001-06-26 - 2001-06-29, PAISLEY, SCOTLAND.

Johnson, I and Plumbley, M (2000) On-line connectionist Q-learning produces unreliable performance with a synonym finding task. In: IEEE/INNS/ENNS International Joint Conference on Neural Networks (IJCNN 2000), 2000-07-24 - 2000-07-27, COMO, ITALY.

Orwell, J and Plumbley, MD (1999) Maximizing information about a noisy signal with a single non-linear neuron. In: 9th International Conference on Artificial Neural Networks (ICANN99), 1999-09-07 - 1999-09-10, UNIV EDINBURGH, EDINBURGH, SCOTLAND.

Plumbley, MD (1997) Communications and neural networks: Theory and practice In: 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 97), 1997-04-21 - 1997-04-24, MUNICH, GERMANY.

Plumbley, MD (1996) Information processing in negative feedback neural networks In: Workshop on Information Theory and the Brain, 1995-09-04 - 1995-09-05, UNIV STIRLING, STIRLING, SCOTLAND.

Plumbley, MD (1993) Information theory and neural network learning algorithms In: Neural Computing Research and Applications, Proceedings of the Second Irish Neural Networks Conference, Queen's University, Belfast, Northern Ireland, 25-26 June 1992, ? - ?.

Bugmann, G, Sojka, P, Reiss, M, Plumbley, M and Taylor, JG (1992) Direct Approaches to Improving the Robustness of Multilayer Neural Networks In: Artificial Neural Networks, 2: Proceedings of the 1992 International Conference on Artificial Neural Networks (ICANN–92), Brighton, United Kingdom, 4–7 September, 1992, ? - ?.

Plumbley, MD and Fallside, F (1989) Sensory adaptation: An information-theoretic viewpoint

Ekeus, H, Plumbley, MD and McOwan, PW Eye Tracking as Interface for the Design of Generative Visual Forms and Patterns In: Predicting Perceptions: Proceedings of the 3rd International Conference on Appearance, 2012-04 - ?, Edinburgh, UK.

O'Hanlon, K, Nagano, H and Plumbley, MD Group non-negative basis pursuit for automatic music transcription In: Proc. 5th International Workshop on Machine Learning and Music (MML 2012), 2012-06-30 - ?.

Yong, CK, Lim, CM, Plumbley, M, Beighton, D and Davidson, R Identification of dental bacteria using statistical and neural approaches In: Proceedings of the 9th International Conference on Neural Information Processing (ICONIP '02), ? - ?.

Abdallah, SA and Plumbley, MD Information dynamics and the perception of temporal structure In: Connectionist Models of Behavior and Cognition II: Proceedings of the 11th Neural Computation and Psychology Workshop, Oxford, UK, 16-18 July 2008, ? - ?.

Brossier, P, Sandler, M and Plumbley, M Matching live sources with physical models In: Proc. of the 6th Int. Conference on Digital Audio Effects (DAFx-03), London, UK, September 8-11, 2003, ? - ?.

Ekeus, H, Abdallah, SA, Plumbley, MD and McOwan, PW The Melody Triangle: Exploring Pattern and Predictability in Music In: Musical Metacreation: Papers from the 2012 AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AAAI Technical Report WS-12-16, 2012 - ?.

Stowell, D and Plumbley, MD Multi-target pitch tracking of vibrato sources in noise using the GM-PHD filter In: Proc. 5th International Workshop on Machine Learning and Music (MML 2012), 2012-06-30 - ?, Edinburgh, Scotland, UK.

Plumbley, MD, Abdallah, S, Blumensath, T, Jafari, MG, Nesbit, A, Vincent, E and Wang, B Musical audio analysis using sparse representations In: Compstat 2006 - Proceedings in Computational Statistics: 17th Symposium Held in Rome, Italy, 2006, ? - ?.

Fritsch, J, Ganseman, J and Plumbley, MD A comparison of two different methods for score-informed source separation In: Proc. 5th International Workshop on Machine Learning and Music (MML 2012), 2012-06-30 - ?, Edinburgh, Scotland, UK.

Dataset

Roma, G, Simpson, AJR and Plumbley, MD (2015) deepkaraoke [Dataset]

This list was generated on Mon Aug 21 17:56:38 2017 UTC.

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