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Edited Books

  • G. Naik and W. Wang (eds), Blind Source Separation: Advances in Theory, Algorithms and Applications, ISBN 978-3-642-55015-7, Springer, 2014.

  • W. Wang (ed), Machine Audition: Principles, Algorithms and Systems, ISBN13: 9781615209194, ISBN10: 1615209190, IGI Global Press, 532 pages, ISBN-13: 978-1615209194, August, 2010. [link]

Edited Conference Proceedings

  • S.M. Zhou and W. Wang (eds), Proceedings of 2009 IEEE/WRI Global Congress on Intelligent Systems, ISBN: 978-0-7695-3571-5, IEEE Computer Society Press, 2397 pages, May, 2009. [Front/Back Cover and CD-ROM]

Book Chapters

  • V. Kilic, W. Wang, "Audio-Visual Speaker Tracking", in Motion Tracking and Gesture Recognition, InTech, 2017. (in press)

  • X. Zhao, G. Zhou, W. Dai and W. Wang, "Blind Source Separation Based on Dictionary Learning: A Singularity-Aware Approach", in G.R. Naik and W. Wang (eds), Blind Source Separation: Advances in Theory, Algorithms and Applications, ISBN 978-3-642-55015-7, Springer, pp. 39-60, 2014. [PDF]

  • Y. Liang, S. M. Naqvi, W. Wang, and J. A. Chambers, "Frequency Domain Blind Source Separation Based on Independent Vector Analysis with a Multivariate Generalised Gausian Source Prior", in G.R. Naik and W. Wang (eds), Blind Source Separation: Advances in Theory, Algorithms and Applications, ISBN 978-3-642-55015-7, Springer, pp. 131-150, 2014. [PDF]

  • G. Naik, and W. Wang, "Preface (Editorial)", in G.R. Naik and W. Wang (eds), Blind Source Separation: Advances in Theory, Algorithms and Applications, ISBN 978-3-642-55015-7, Springer, pp. 131-150, 2014. [PDF]

  • A. Lal and W. Wang, "Music Audio Separation using Spectral Template and Isolated Note Information", in G.R. Naik (ed), Independent Component Analysis for Audio and Biosignal Applications, ISBN 980-953-307-197-3, InTech Press, 2012. (Invited chapter) [PDF]

  • W. Wang and H. Mustafa, "Single Channel Music Sound Separation Based on Spectrogram Decomposition and Note Classification," in S. Ystad, M. Aramaki, R. Kronland-Martinet, and K. Jensen (eds), Computer Music Modeling and Retrieval, ISBN 978-3-642-23125-4, Springer, 2011. (Invited chapter) [PDF]

  • T. Jan and W. Wang, "Cocktail Party Problem: Source Separation Issues and Computational Methods," in W. Wang (ed), Machine Audition: Principles, Algorithms and Systems, ISBN13: 9781615209194, ISBN10: 1615209190, IGI Global Press, pp. 61-79, August, 2010. [PDF]

  • W. Wang, "Instantaneous versus Convolutive Non-negative Matrix Factorization: Models, Algorithms and Applications to Audio Pattern Separation," in W. Wang (ed), Machine Audition: Principles, Algorithms and Systems, ISBN13: 9781615209194, ISBN10: 1615209190, IGI Global Press, pp. 353-370, August, 2010. [PDF]

  • W. Wang, "Preface (Editorial)," in W. Wang (ed), Machine Audition: Principles, Algorithms and Systems, ISBN13: 9781615209194, ISBN10: 1615209190, IGI Global Press, pp. xv-xxi, August, 2010. [link] [PDF]

Refereed International Journal Papers:

  • D. Wang, Y. Zou, and W. Wang, "Learning soft mask with DNN and DNN-SVM for multi-speaker DOA estimation using an acoustic vector sensor", Journal of The Franklin Institute, May 2017. [PDF] (in press)

  • J. Liang, Q. Hu, P. Zhu, and W. Wang, "Efficient Multi-modal Geometric Mean Metric Learning", Pattern Recognition, March 2017. [PDF] (in press)

  • A. Franck, W. Wang, and F.M. Fazi, "Sparse, L_1-Optimal Multi-Loudspeaker Panning and its Relation to Vector Base Amplitude Panning", IEEE/ACM Transactions on Audio Speech and Language Processing, vol. 25, no. 5, pp. 996 - 1010, May 2017. [PDF] [code]

  • Y. Xu, Q. Huang, W. Wang, P. Foster, S. Sigtia, P. J. B. Jackson, and M. D. Plumbley, "Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging," IEEE/ACM Transactions on Audio Speech and Language Processing, vol. 25, no. 6, pp. 1230 - 1241, June 2017. [PDF] [code] [One of the top 3 most downloaded papers in August & September 2017, and one of the top 10 most downloaded papers in IEEExplorer in June & July 2017]
  • J. Dong, Z. Han, Y. Zhao, W. Wang, A. Prochazka, and J. Chambers, "Sparse Analysis Model Based Multiplicative Noise Removal with Enhanced Regularization", Signal Processing, vol. 137, pp. 160-176, 2017. [PDF] [code]

  • L. Remaggi, P. Jackson, P. Coleman, and W. Wang, "Acoustic Reflector Localization: Novel Image Source Reversion and Direct Localization Methods", IEEE/ACM Transactions on Audio Speech and Language Processing, vol. 25, no. 2, pp. 296 - 309, February 2017. [PDF] [code]

  • J. Liang, Q. Hu, W. Wang, Y. Han, "Semi-Supervised Online Multi-Kernel Similarity Learning for Image Retrieval", IEEE Transactions on Multimedia, vol. 19, no. 5, pp. 1077 - 1089, May 2017. [PDF]

  • J. Guan, X. Wang, W. Wang, and L. Huang, "Sparse Blind Speech Deconvolution with Dynamic Range Regularization and Indicator Function", Circuits Systems and Signal Processing, February 2017. [PDF] [code] (in press)

  • P. Feng, W. Wang, S. Dlay, S.M. Naqvi, and J. A. Chambers "Social Force Model based MCMC-OCSVM Particle PHD Filter for Multiple Human Tracking", IEEE Transactions on Multimedia, vol. 19, no. 4, pp. 725-739, April 2017. [PDF] [code]

  • M. Barnard, W. Wang, "Audio head pose estimation using direct to reverberant speech ratio", Speech Communication, vol. 85, no. 12, pp. 98-108, December 2016. [PDF]

  • P. Feng, W. Wang, S.M. Naqvi, and J.A. Chambers, "Adaptive Retrodiction Particle PHD Filter for Multiple Human Tracking", IEEE Signal Processing Letters, vol. 23, no. 11, pp. 1592-1596, November 2016. [PDF]

  • F. Gu, H. Zhang, W. Wang, and S. Wang, "An Expectation-Maximization Algorithm for Blind Separation of Noisy Mixtures Using Gaussian Mixture Model", Circuits Systems and Signal Processing, DOI 10.1007/s00034-016-0424-2, October 2016.

  • V. Kilic, M. Barnard, W. Wang, A. Hilton, and J. Kittler, "Mean-Shift and Sparse Sampling Based SMC-PHD Filtering for Audio Informed Visual Speaker Tracking", IEEE Transactions on Multimedia, vol. 18, no. 10, October 2016. [PDF] [codes] [Invited paper]

  • Y. Yu, W. Wang, and P. Han, "Localization based stereo speech source separation using probabilistic time-frequency masking and deep neural networks", EURASIP Journal on Audio Speech and Music Processing, 2016:7, 18 pages, DOI 10.1186/s13636-016-0085-x, 2016. [PDF] [code]

  • J. Dong, W. Wang, W. Dai, M. Plumbley, Z. Han, and J. A. Chambers, "Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning", IEEE Transactions on Signal Processing, vol. 64, no. 2, pp. 417 - 431, 2016. [PDF] [code]

  • F. Gu, H. Zhang, W. Wang, and C. Xiong, "A Promising Technique for Blind Identification: The Generic Statistics", Circuits Systems and Signal Processing, vol. 35, no. 7, pp. 2544-2562, DOI 10.1007/s00034-015-0162-x, 2016. [PDF]

  • D. Wu, Y. Zhao, W. Wang, and Y. Hao, "Cosparsity-based Stagewise Matching Pursuit algorithm for reconstruction of the cosparse signals", EURASIP Journal on Advances in Signal Processing, 2015: 101, DOI 10.1186/s13634-015-0281-3, December 2015. [PDF]

  • L. Zhao, Q. Hu, and W. Wang, "Heterogeneous Feature Selection with Multi-Modal Deep Neural Networks and Sparse Group Lasso", IEEE Transactions on Multimedia, vol. 17, no. 11, pp. 1936-1948, 2015. [PDF]

  • X. Chen, W. Wang, Y. Wang, X. Zhong, and A. Alinaghi, "Reverberant speech separation with probabilistic time-frequency masking for B-format recordings", Speech Communication, vol. 68, pp. 41-54, 2015. [PDF]

  • V. Kilic, M. Barnard, W. Wang, and J. Kittler, "Audio assisted robust visual tracking with adaptive particle filtering", IEEE Transactions on Multimedia, vol. 17, no. 2, pp. 186-200, 2015. [PDF] [codes]

  • A. Alinaghi, P. Jackson, Q. Liu, and W. Wang, "Joint Mixing Vector and Binaural Model Based Stereo Source Separation", IEEE/ACM Transactions on Audio Speech and Language Processing, vol. 22, no. 9, pp. 1434-1448, 2014. [PDF]

  • Q. Liu, A. Aubery, and W. Wang, "Interference Reduction in Reverberant Speech Separation with Visual Voice Activity Detection", IEEE Transactions on Multimedia, vol. 16, no. 6, pp. 1610-1623, 2014. [demo] [PDF]

  • M. Barnard, P.K. Koniusz, W. Wang, J. Kittler, S. M. Naqvi, and J.A. Chambers, "Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modelling", IEEE Transactions on Multimedia, vol. 16, no. 3, pp. 864-880, 2014. [PDF]

  • B. Rivet, W. Wang, S.M. Naqvi, and J.A. Chambers, "Audio-Visual Speech Source Separation", IEEE Signal Processing Magazine, vol. 31, no. 3, pp. 125-134, 2014. [PDF]

  • F. Gu, H. Zhang, W. Wang, and D. Zhu, "PARAFAC-Based Blind Identification of Underdetermined Mixtures Using Gaussian Mixture Model", Circuits Systems and Signal Processing, vol. 33, pp. 1841-1857, 2014. [PDF]

  • Y. Zhang, T. Yu, and W. Wang, "An Analysis Dictionary Learning Algorithm under a Noisy Data Model with Orthogonality Constraint", Scientific World Journal: Signal Processing, volume 2014, Article ID 852978, 8 pages, http://dx.doi.org/10.1155/2014/852978, 2014. [PDF]

  • Q. Liu, W. Wang, P. Jackson, M. Barnard, J. Kittler, and J.A. Chambers, "Source Separation of Convolutive and Noisy Mixtures using Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking", IEEE Transactions on Signal Processing, vol. 61, no. 22, pp. 5520-5535, 2013. [PDF]

  • F. Gu, H. Zhang, W. Wang, and D. Zhu, "Generalized Generating Function with Tucker Decomposition and Alternating Least Squares for Underdetermined Blind Identification", EURASIP Journal on Advances in Signal Processing, 2013:124, doi:10.1186/1687-6180-2013-124, 2013. [PDF]

  • M. S. Khan, S. M. Naqvi, Ata-ur-Rehman, W. Wang, and J.A. Chambers, "Video-Aided Model-Based Source Separation in Real Reverberant Rooms", IEEE Transactions on Audio Speech and Language Processing, vol. 21, no. 9, pp. 1900-1912, 2013. [PDF]

  • S. Zubair, F. Yan, and W. Wang, "Dictionary Learning Based Sparse Coefficients for Audio Classification with Max and Average Pooling", Digital Signal Processing (Elsevier), vol. 23, pp. 960-970, 2013. [PDF]

  • T. Xu, W. Wang, and W. Dai, "Sparse Coding with Adaptive Dictionary Learning for Underdetermined Blind Speech Separation", Speech Communication, vol. 55, no. 3, pp. 432-450, 2013. [PDF]

  • W. Dai, T. Xu, and W. Wang, "Simultaneous Codeword Optimisation (SimCO) for Dictionary Update and Learning", IEEE Transactions on Signal Processing, vol. 60, no. 12, pp. 6340-6353, 2012. [PDF] [html] [code]

  • Q. Liu, W. Wang, and P. Jackson, "Use of Bimodal Coherence to Resolve Permutation Problem in Convolutive BSS," Signal Processing, Special Issue on Latent Variable Analysis and Signal Separation, vol. 92, vol. 8, pp. 1916-1927, 2012. [PDF] (Invited Paper)

  • S.M. Naqvi, W. Wang, M.S. Khan, M. Barnard, and J.A. Chambers, "Multimodal (Audio-Visual) Source Separation Exploiting Multi-Speaker Tracking, Robust Beamforming, and Time-Frequency Masking", IET Signal Processing, Special Issue on Multi-Sensor Signal Processing for Defence: Detection, Localisation & Classification, vol. 6, no. 5, pp. 466-477, 2012. [PDF] (Invited Paper)

  • G.R. Naik and W. Wang, "Audio Analysis of Statistically Instantaneous Signals with Mixed Gaussian Probability Distributions", International Journal of Electronics, vol. 99, no. 10, pp. 1333-1350, 2012. [PDF]

  • T. Jan, W. Wang, and D.L. Wang, "A Multistage Approach to Blind Separation of Convolutive Speech Mixtures," Speech Communication, vol. 53, pp. 524-539, 2011. [PDF]

  • W. Wang, A. Cichocki, and J. A. Chambers, "A Multiplicative Algorithm for Convolutive Non-negative Matrix Factorization Based on Squared Euclidean Distance," IEEE Transactions on Signal Processing, vol. 57, no. 7, pp. 2858-2864, July 2009. [PDF]

  • A. Cichocki, M. Morup, P. Smaragdis, W. Wang, and R. Zdunek, "Advances in Nonnegative Matrix and Tensor Factorization (Editorial)," Computational Intelligence and Neuroscience, vol. 2008, Article ID 852187, 3 pages, doi:10.1155/2008/852187, July 2008. [PDF] [Volume]

  • W. Wang, Y. Luo, J. A. Chambers, and S. Sanei, "Note Onset Detection via Non-negative Factorization of Magnitude Spectrum," EURASIP Journal on Advances in Signal Processing, vol. 2008, Article ID 231367, 15 pages, doi:10.1155/2008/231367, June 2008. [PDF]

  • Y. Luo, W. Wang, J. A. Chambers, S. Lambotharan, and I. Prouder, "Exploitation of Source Non-stationarity for Underdetermined Blind Source Separation With Advanced Clustering Techniques," IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2198-2212, June 2006. [PDF]

  • M. Jafari, W. Wang, J. A. Chambers, T. Hoya, and A. Cichocki, "Sequential Blind Source Separation Based Exclusively on Second Order Statistics Developed for a Class of Periodic Signals," IEEE Transactions on Signal Processing, vol. 54, no. 3, pp.1028-1040, March 2006. [PDF]

  • L. Yuan, W. Wang, and J.A. Chambers, "A Variable Step-Size Sign Natural Gradient Algorithm for Sequential Blind Source Separation," IEEE Signal Processing Letters, vol. 12, no.8, pp. 589-592, August 2005. [PDF]

  • W. Wang, S. Sanei, and J.A. Chambers, "Penalty Function Based Joint Diagonalization Approach for Convolutive Blind Separation of Nonstationary Sources," IEEE Transactions on Signal Processing, vol. 53, no. 5, pp. 1654-1669, May 2005. [PDF]

  • L. Shoker, S. Sanei, W. Wang, and J.A. Chambers, "Removal of Eye Blinking Artifact from EEG Incorporating a New Constrained BSS Algorithm," IEE Journal on Medical & Biological Engineering & Computing, vol. 43, no. 2, pp. 290-295, March 2005. [PDF]

  • W. Wang, M. Jafari, S. Sanei, and J.A. Chambers, "Blind Separation of Convolutive Mixtures of Cyclostationary Signals," International Journal of Adaptive Control and Signal Processing, Special Issue on BSS, vol. 18, no. 3, pp. 279-298, Apr. 2004. [PDF] (This paper was chosen as one of the three "Hot Papers" by Wiley/IEEE worldwide advert for books and journals in signal and image processing in Jan 2008.)

Refereed Papers and Chapters in Conference Proceedings:

  • Q. Liu, W. Wang, P. Jackson, and Y. Tang, "A Perceptually-Weighted Deep Neural Network for Monaural Speech Enhancement in Various Background Noise Conditions", in Proc. European Signal Processing Conference (EUSIPCO 2017), Kos Island, Greece, August 28- September 2, 2017. [PDF]

  • M. Chen, W. Wang, M. Barnard, and J.A. Chambers, "Wideband DoA Estimation Based on Joint Optimisation of Array and Spatial Sparsity", in Proc. European Signal Processing Conference (EUSIPCO 2017), Kos Island, Greece, August 28- September 2, 2017. [PDF]

  • L. Rencker, W. Wang, and M. Plumbley, "Multivariate Iterative Hard Thresholding for Sparse Decomposition with Flexible Sparsity Patterns", in Proc. European Signal Processing Conference (EUSIPCO 2017), Kos Island, Greece, August 28- September 2, 2017. [PDF]

  • J. Guan, X. Wang, P. Feng, J. Dong, and W. Wang, "Matrix of Polynomials Model based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling", in Proc. Interspeech (Interspeech 2017), Stockholm, Sweden, August 20-24, 2017. (accepted)

  • Y. Xu, Q. Kong, Q. Huang, W. Wang and M. D. Plumbley, "Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging", in Proc. Interspeech (Interspeech 2017), Stockholm, Sweden, August 20-24, 2017. (accepted)

  • Y. Xu, Q. Kong, Q. Huang, W. Wang and M. D. Plumbley, "Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging", in Proc. IEEE International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, Alaska, US, May 14-19, 2017.

  • Y. Liu, W. Wang, Y. Zhao, "Particle Flow for Sequential Monte Carlo Implementation of Probability Hypothesis Density", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, US, March 5-9, 2017.

  • L. Rencker, W. Wang, M. D. Plumbley, "A greedy algorithm with learned statistics for sparse signal reconstruction", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, US, March 5-9, 2017.

  • Q. Huang, Y. Xu, P. J. B. Jackson, W. Wang, M. D. Plumbley, "Fast Tagging of Natural Sounds Using Marginal Co-regularization", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, US, March 5-9, 2017.

  • R. Hamon, L. Rencker, V. Emiya, W. Wang, M. D. Plumbley, "Assessment of musical noise using localization of isolated peaks in time-frequency domain", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, US, March 5-9, 2017.

  • Q. Kong, Y. Xu, W. Wang, M. D. Plumbley, "A joint detection-classification model for audio tagging of weakly labelled data", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, US, March 5-9, 2017.

  • Y. Liu, W. Wang, J. Chambers, V. Kilic, and A. Hilton, "Particle Flow SMC-PHD Filter for Audio-Visual Multi-speaker Tracking", in Proc. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Grenoble, France, February 21-23, 2017.

  • L. Rencker, and W. Wang, "Covariance-based regularization for sparse audio reconstruction", in Proc. of the 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, 12-14, December 2016.

  • M. Chen, M. Barnard, and W. Wang, "Fisher information matrix constrained joint array and spatial sparsity optimisation for DoA estimation", in Proc. of the 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, 12-14, December 2016.

  • A. Zermini, Y. Xu, M. D. Plumbley, W. Wang, and Y. Yu, "Sparse Deep Neural Networks for Audio Source Separation with Contextual Information", in Proc. of the 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, 12-14, December 2016.

  • J. Guan, X. Wang, and W. Wang, "Blind deconvolution for sparse acoustic system", in Proc. of the 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, 12-14, December 2016.

  • M. Chen, M. Barnard, and W. Wang, "Joint array and spatial sparsity based optimisation for DoA estimation", in Proc. IEEE Sensor Signal Processing for Defence, Edinburgh, 22-23 September, 2016.

  • Y. Xu, Q. Huang, W. Wang, P.J.B. Jackson, and M. D. Plumbley, "Fully DNN-based multi-label regression for audio tagging", in Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2016), Budapest, Hungary, 3rd Sept 2016.

  • Y. Xu, Q. Huang, W. Wang, and M. D. Plumbley, "Hierarchical Learning for DNN-based Acoustic Scene Classification", in Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2016), Budapest, Hungary, 3rd Sept 2016.

  • Q. Kong, I. Sobieraj, W. Wang, and M. D. Plumbley, "Deep Neural Network Baseline for DCASE Challenge 2016", in Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2016), Budapest, Hungary, 3rd Sept 2016.

  • H. Wang, W. Fang, W. Wang, Y. Zhang, and S. Sanei, "Analysis Dictionary Learning Based on Max Transvection Function", in IEEE International Conference on Signal and Image Processing (ICSIP 2016), Beijing, China, August 13-15, 2016.

  • Q. Liu, Y. Tang, W. Wang, and P. Jackson, "Predicting binaural speech intelligibility from signals estimated by a blind source separation algorithm", in Proc. Interspeech (INTERSPEECH 2016), San Francisco, USA, Sept 8-12, 2016.

  • F. Gu, S. Wang, W. Wang, and J. Wei, "Higher-order circularity based I/Q imbalance compensation in direct-conversion receivers", in Proc. IEEE Vehicular Technology Conference - Fall, MontrĂ© Canada, al, Sept 18-21, 2016.

  • Q. Liu, T. deCampos, W. Wang, and A. Hilton, "Identity association using PHD filters in multiple head tracking with depth sensors", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, March 20-25, 2016.

  • P. Feng, W. Wang, S. M. Naqvi, S. Dlay, and J.A. Chambers, "Social force model aided robust particle PHD filter for multiple human tracking", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, March 20-25, 2016.

  • F. Font, T. Brookes, G. Fazekas, M. Guerber, A. La Burthe, D. Plans, M. D. Plumbley, M. Shaashua, W. Wang, and X. Serra, "Audio Commons: bringing creative commons audio content to the creative industries", in Proc. AES Int. Conf. on Audio for Games, London, UK, February 10-12, 2016.

  • Q. Liu, T. deCampos, W. Wang, P. Jackson and A. Hilton, "Person tracking using audio and depth cues", in Proc. IEEE Proc. ICCV Workshop on 3D Reconstruction and Understanding with Video and Sound (ICCV 2015), Santiago, Chile, December 11-18, 2015.

  • H. Deif, D. Fitzgerald, W. Wang, and L. Gan, "A local discontinuity based approach for monaural singing voice separation from accompanying music with multi-stage non-negative matrix factorization", in Proc. 3rd IEEE Global Conference on Signal & Information Processing (GlobalSIP 2015), Orlando, Florida, USA, December 14-16, 2015. [PDF]

  • H. Deif, W. Wang, L. Gan, and S. Alhashmi, "Separation of Vocals From Monaural Music Recordings Using Diagonal Median Filters and Practical Time-Frequency Parameters", in Proc. 2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp. 163-167, 2015. [PDF]

  • M. Barnard and W. Wang, "Adaptive Bayesian sparse representation for underwater acoustic signal denoising", in Proc. 2nd IET International Conference on Intelligent Signal Processing (ISP 2015), London, UK, December 1-2, 2015. [PDF]

  • S. Shapoori, S. Sanei, and W. Wang, "Blind Source Separation Of Medial Temporal Discharges Via Partial Dictionary Learning", in Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2015), Boston, USA, September 17-20, 2015. [PDF]

  • J. Dong, W. Wang, J. A. Chambers, "Removing Speckle Noise by Analysis Dictionary Learning", in Proc. IEEE Sensor Signal Processing for Defence (SSPD 2015), Edinburgh, UK, September 9-10, 2015. [PDF]

  • P. Feng, W. Wang, S. M. Naqvi, and J. A. Chambers, "Variational Bayesian PHD filter with Deep Learning Network Updating for Multiple Human Tracking", in Proc. IEEE Sensor Signal Processing for Defence (SSPD 2015), Edinburgh, UK, September 9-10, 2015. [PDF]

  • X. Zhong, V.N. Hari, W. Wang, X. Shen, and H. Wang, "Particle Filtering for Channel Parameter Tracking in a Noisy Shallow Ocean Environment Using a Vertical Array", in Proc. 5th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR 2015), Marina Bay Sands, Singapore, September 1-4, 2015. [PDF]

  • Q. Liu, W. Wang, P. Jackson, and T. Cox, "A Source Separation Evaluation Method in Object-Based Spatial Audio", in Proc. 23rd European Signal Processing Conference (EUSIPCO 2015), pp. 1088-1092, Nice, France, August 31-September 4, 2015. [PDF]

  • P. Feng, M. Yu, M. Naqvi, W. Wang, and J.A. Chambers, "A Robust Student's-t Distribution PHD Filter with OCSVM Updating for Multiple Human Tracking", in Proc. 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France, August 31-September 4, 2015. [PDF]

  • J. Guan, J. Dong, X. Wang, and W. Wang, "A Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling", in Proc. 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Liberec, Czech Republic, August 25-28, 2015. (Invited Paper) [PDF]

  • Y. Yu, W. Wang, J. Luo, and P. Feng, "Localization Based Stereo Speech Separation Using Deep Networks", in Proc. IEEE International Conference on Digital Signal Processing (DSP 2015), Singapore, July 21-24, 2015. [PDF]

  • P. Feng, W. Wang, S. M. Naqvi, and J.A. Chambers, "A Robust PHD Filter with Deep Learning Updating for Multiple Human Tracking", in Proc. IEEE International Conference on Digital Signal Processing (DSP 2015), Singapore, July 21-24, 2015. [PDF]

  • J. Dong, W. Wang, J.A. Chambers, "Audio Super-Resolution Using Analysis Dictionary Learning", in Proc. IEEE International Conference on Digital Signal Processing (DSP 2015), Singapore, July 21-24, 2015. [PDF]

  • V. Kilic, M. Barnard, W. Wang, A. Hilton, and J. Kittler, "Audio Informed Visual Speaker Tracking with SMC-PHD Filter", in Proc. IEEE International Conference on Multimedia and Expo (ICME 2015), Torino, Italy, June 29 - July 3, 2015. (Top 15% paper) [PDF]

  • S. Shapoori, S. Sanei, and W. Wang, "A Novel Approach for Detection of Medial Temporal Discharges Using Blind Source Separation Incorporating Dictionary Look Up", in Proc. 7th International IEEE EMBS Conference on Neural Engineering (NER 2015), Montpellier, France, April 22-24, 2015. [PDF]

  • L. Remaggi, P.J.B. Jackson, W. Wang, and J.A. Chambers, "A 3D Model for Room Boundary Estimation", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Brisbane, Australia, April 19-25, 2015. [PDF]

  • Y. Yu and W. Wang, "Unsupervised Feature Learning for Stereo Source Separation", in Proc. 10th International Conference on Mathematics in Signal Processing (IMA 2014), Birmingham, UK, 15-17, December, 2014.

  • Y. Zhang, H. Wang, and W. Wang, "An Analysis Dictionary Learning Algorithm based on Recursive Least Squares", in Proc. International Conference on Signal Processing (ICSP 2014), Hangzhou, China, 19-23 October, 2014. [PDF]

  • F. Gu, W. Li, and W. Wang, "Fourth-Order Cumulant based Source Number Estimation from Mixtures of Unknown Number of Sources", in Proc. International Conference on Wireless Communications and Signal Processing (WCSP 2014), Hefei, China, 23-25 October, 2014. [PDF]

  • L. Remaggi, P. Jackson, P. Coleman, W. Wang, "Room Boundary Estimation from Acoustic Room Impulse Responses", in Proc. Sensor Signal Processing for Defence (SSPD 2014), Edinburgh, UK, 8-9 September, 2014. [PDF]

  • S. Zubair and W. Wang, "Signal Classification Based on Block Sparse Tensor Representation", in Proc. 19th International Conference on Digital Signal Processing (DSP 2014), Hong Kong, China, 20-23 August, 2014. [PDF]

  • S. Chandna and W. Wang, "Improving Model-Based Convolutive Blind Source Separation Techniques via Bootstrap", in Proc. IEEE Statistical Signal Processing Workshop (SSP 2014), Gold Coast, Queensland, Australia, 29 June -02 July, 2014. [PDF]

  • V. Kilic, X. Zhong, M. Barnard, W. Wang, and J. Kittler, "Audio-Visual Tracking of a Variable Number of Speakers with a Random Finite Set Approach", in Proc. 16th International Conference on Information Fusion (FUSION 2014), Salamanca, Spain, July 7-10, 2014. (Invited Paper) [PDF]

  • X. Zhong, W. Wang, S. Naqvi, and E. S. Chng, "A Bayesian Performance Bound for Time-Delay of Arrival based Acoustic Source Tracking in a Reverberant Environment", in Proc. 16th International Conference on Information Fusion (FUSION 2014), Salamanca, Spain, July 7-10, 2014. (Invited Paper) [PDF]

  • J. Dong and W. Wang, "Analysis Dictionary Learning Based on Nesterov's Gradient with Application to SAR Image Despeckling", in Proc. of the 6th International Symposium on Communications, Control, and Signal Processing (ISCCSP 2014), Athens, Greece, May 21-24, 2014. (Invited Paper) [PDF]

  • S. Zubair, W. Wang, and J.A. Chambers, "Discriminative Tensor Dictionaries and Sparsity for Speaker Identification", in Proc. of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA 2014), Nancy, France, May 12-14, 2014. (Invited Paper) [PDF]

  • J. Dong, W. Wang, and W. Dai, "Analysis SimCO: A New Algorithm for Analysis Dictionary Learning", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy, May 4-9, 2014. [PDF]

  • X. Zhong, V. N. Hari, W. Wang, A. B. Premkumar, and C. T. Lau, "Characterisation of Acoustic Channel in Noisy Shallow Ocean Environment Using a Rao-Blackwellised Particle Filter", in Proc. 2nd International Conference on Signal, Image Processing and Pattern Recognition (SIPP 2014), Sydney, Australia, February 21-22, 2014. [PDF]

  • V. Popa, W. Wang, and A. Alinaghi, "Underdetermined Model-Based Blind Source Separation of Reverberant Speech Mixtures using Spatial Cues in a Variational Bayesian Framework", in Proc. IET International Conference on Intelligent Signal Processing (ISP 2013), London, UK, December 3-4, 2013. [PDF]

  • A. Alinaghi, P Jackson, and W. Wang, "Comparison between the Statistical cues in BSS techniques and Binaural cues in CASA approaches for reverberant speech separation", in Proc. IET International Conference on Intelligent Signal Processing (ISP 2013), London, UK, December 3-4, 2013. [PDF]

  • Y. Zhang, H. Wang, W. Wang, and S. Sanei, "K-Plane Clustering Algorithm For Analysis Dictionary Learning", in Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), Southampton, UK, September 22-25, 2013. [PDF]

  • S. Shapoori, W. Wang, and S. Sanei, "A Constrained Appoach for Extraction of Pre-ictal Discharges from Scalp", in Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), Southampton, UK, September 22-25, 2013. [PDF]

  • X. Zhong, X. Chen, W. Wang, A. Alinaghi, and A.B. Premkumar, "Acoustic Vector Sensor Based Reverberant Speech Separation with Probabilistic Time-Frequency Masking", in Proc. 21st European Signal Processing Conference (EUSIPCO 2013), Marrakech, Morocco, 9-13 September, 2013. [PDF]

  • Y. Zhang, H. Wang, T. Yu, and W. Wang, "Subset Pursuit for Analysis Dictionary Learning", in Proc. 21st European Signal Processing Conference (EUSIPCO 2013), Marrakech, Morocco, 9-13 September, 2013. [PDF]

  • V. Kilic, M. Barnard, W. Wang, and J. Kittler, "Adaptive Particle Filtering Approach to Audio-Visual Tracking", in Proc. 21st European Signal Processing Conference (EUSIPCO 2013), Marrakech, Morocco, 9-13 September, 2013. [PDF]

  • X. Zhong, A. Mohammadi, W. Wang, A.B. Premkumar, and A. Asif, "Acoustic Source Tracking in a Reverberant Environment Using a Pairwise Synchronous Microphone Network", in Proc. 16th International Conference on Information Fusion (FUSION 2013), Istanbul, Turkey, July 9-12, 2013. (Invited Paper) [PDF]

  • M. Barnard, W. Wang, J. Kittler, S.M. Naqvi, and J.A. Chambers, "Audio-Visual Face Detection for Tracking in a Meeting Room Environment", in Proc. 16th International Conference on Information Fusion (FUSION 2013), Istanbul, Turkey, July 9-12, 2013. (Invited Paper) [PDF]

  • Q. Liu, W. Wang, "Show-Through Removal for Scanned Images Using Nonlinear NMF with Adaptive Smoothing", in Proc. IEEE China Summit and International Conference on Signal and Information Processing (CHINASIP 2013), Beijing, China, July 6-10, 2013. [PDF]

  • X. Chen, A. Alinaghi, X. Zhong, and W. Wang, "Acoustic Vector Sensor based Speech Source Separation with Mixed Gaussian-Laplacian Distributions", in Proc. 18th International Conference on Digital Signal Processing (DSP 2013), Santorini, Greece, July 1-3, 2013. [PDF]

  • S. Zubair and W. Wang, "Tensor Dictionary Learning with Sparse Tucker Decomposition", in Proc. 18th International Conference on Digital Signal Processing (DSP 2013), Santorini, Greece, July 1-3, 2013. [PDF]

  • X. Zhao, T. Xu, G. Zhou, W. Dai, and W. Wang, "Joint Image Separation and Dictionary Learning", in Proc. 18th International Conference on Digital Signal Processing (DSP 2013), Santorini, Greece, July 1-3, 2013. [PDF]

  • A. Alinaghi, W. Wang, and P.J.B. Jackson, "Spatial and Coherence Cues Based Time-Frequency Masking for Binaural Reverberant Speech Separation", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), pp. 684-688, Vancouver, Canada, May 26-31, 2013. [PDF]

  • M. Barnard, W. Wang, and J. Kittler, "Audio Head Pose Estimation Using the Direct to Reverberant Speech Ratio", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), pp. 8056-8060, Vancouver, Canada, May 26-31, 2013. [PDF]

  • V. Kilic, M. Barnard, W. Wang, and J. Kittler, "Audio Constrained Particle Filter Based Visual Tracking", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), pp. 3627-3631, Vancouver, Canada, May 26-31, 2013. [PDF]

  • X. Zhong, W. Wang, and A.B. Premkumar, "Direction of Arrival Tracking of an Underwater Acoustic Source Using Particle Filtering: Real Data Experiments", in Proc. IEEE Tencon Spring Conference, Sydney, Australia, April 17-19, 2013. [PDF]

  • S. Zubair, W. Dai, and W. Wang, "Sparseness Constrained Tensor Factorization Algorithm for Dictionary Learning over High-Dimensional Space", in Proc. 9th IMA International Conference on Mathematics in Signal Processing (IMA 2012), Birmingham, UK, 17-20 December, 2012. [PDF]

  • T. Xu, W. Wang, and W. Dai, "Fast Dictionary Learning Algorithm via Codeword Clustering and Hierarchical Sparse Coding", in Proc. 9th IMA International Conference on Mathematics in Signal Processing (IMA 2012), Birmingham, UK, 17-20 December, 2012. [PDF]

  • A. Alinaghi, P. Jackson, and W. Wang, "Separation of Underdetermined Reverberant Speech Mixtures by Monaural, Binaural and Statistical Cue Combination", in Proc. 9th IMA International Conference on Mathematics in Signal Processing (IMA 2012), Birmingham, UK, 17-20 December, 2012. [PDF]

  • X. Zhao, G. Zhou, W. Wang, and W. Dai, "Weighted SimCO: A Novel Algorithm for Dictionary Update", in Proc. Sensor Signal Processing for Defence (SSPD 2012), London, UK, 26-27 September, 2012. [PDF]

  • T. Jan, and W. Wang, "Frequency Dependent Statistical Model for the Suppression of Late Reverberations", in Proc. Sensor Signal Processing for Defence (SSPD 2012), London, UK, 26-27 September, 2012. [PDF]

  • A. Ur-Rehman, S.M. Naqvi, R. Phan, W. Wang, and J. Chambers, "MCMC-PF Based Multiple Head Tracking in a Room Environment", in Proc. BMVC Computer Vision Workshop (BMVW 2012), Guildford, UK, 3-7 September, 2012. [PDF]

  • T. Jan and W. Wang, "Blind Reverberation Time Estimation Based on Laplace Distribution," in Proc. 20th European Signal Processing Conference (EUSIPCO 2012), Bucharest, Romania, 26-31 August, 2012. [PDF]

  • T. Jan and W. Wang, "Joint Blind Dereverberation and Separation of Speech Mixtures," in Proc. 20th European Signal Processing Conference (EUSIPCO 2012), Bucharest, Romania, 26-31 August, 2012. [PDF]

  • Q. Liu, W. Wang, P. Jackson and M. Barnard, "Reverberant Speech Separation Based on Audio-visual Dictionary Learning and Binaural Cues", in Proc. IEEE Statistical Signal Processing Workshop (SSP 2012), pp. 664-667, Ann Arbor, USA, 5-8 August, 2012. [PDF]

  • W. Dai, T. Xu, and W. Wang, "Dictionary Learning and Update based on Simultaneous Codeword Optimisation (SIMCO)," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Kyoto, Japan, March 25-30, 2012. [PDF]

  • M. Barnard, W. Wang, J. Kittler, S.M.R. Naqvi, and J.A. Chambers, "A Dictionary Learning Approach to Tracking," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Kyoto, Japan, March 25-30, 2012. [PDF]

  • W. Dai, T. Xu, and W. Wang, "Simultaneous Codeword Optimization (SimCO) for Dictionary Learning," in Proc. 49th Annual Allerton Conference on Communication, Control, and Computing (ALLERTON 2011), Monticello, Illinois, USA, Sept 28-30, 2011. (Invited Paper) [PDF]

  • Q. Liu, W. Wang, and P. Jackson, "A Visual Voice Activity Detection Method with Adaboosting," in Proc. IEEE Sensor Signal Processing for Defence (SSPD 2011), London, UK, Sept 28-29, 2011. [PDF]

  • S. Zubair and W. Wang, "Audio Classification Based on Sparse Coefficients," in Proc. IEEE Sensor Signal Processing for Defence (SSPD 2011), London, UK, Sept 28-29, 2011. [PDF]

  • Q. Liu and W. Wang, "Blind source separation and visual voice activity detection for target speech extraction," in Proc. IEEE 3rd International Conference on Awareness Science and Technology (ICAST 2011), pp. 457-460, Dalian, China, Sept 27-30, 2011. (Invited Paper) [PDF]

  • T. Xu and W. Wang, "Methods for Learning Adaptive Dictionary for Underdetermined Speech Separation," in Proc. IEEE 21st International Workshop on Machine Learning for Signal Processing (MLSP 2011), Beijing, China, Sept 18-21, 2011. [PDF]

  • S. Grima, M. Barnard, and W. Wang, "Robust Muti-Camera Audio-Visual Tracking," in Proc. 11th UK Workshop on Computational Intelligence (UKCI 2011), Manchester, UK, Sept 7-9, 2011. (Invited Paper) [PDF]

  • T. Jan and W. Wang, "Empirical Mode Decomposition for Joint Denoising and Dereverberation," in Proc. 19th European Signal Processing Conference (EUSIPCO 2011), Barcelona, Spain, Aug 29 - Sept 2, 2011. [PDF]

  • Q. Liu, S.M.R. Naqvi, W. Wang, P. Jackson, and J.A. Chambers, "Robust Feature Selection for Scaling Ambiguity Reduction in Audio-Visual Convolutive BSS," in Proc. 19th European Signal Processing Conference (EUSIPCO 2011), pp. 1060-1064, Barcelona, Spain, Aug 29 - Sept 2, 2011. [PDF]

  • S.M.R. Naqvi, M.S. Khan, Q. Liu, W. Wang, and J.A. Chambers, "Multimodal Blind Source Separation with a Circular Microphone Array and Robust Beamforming," in Proc. 19th European Signal Processing Conference (EUSIPCO 2011), pp. 1050-1054, Barcelona, Spain, Aug 29 - Sept 2, 2011. [PDF]

  • A. Alinaghi, W. Wang, and P. Jackson, "Integrating Binaural Cues and Blind Source Separation Method for Separating Reverberant Speech Mixtures," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), pp. 209-212, Prague, Czech Republic, May 22-27, 2011. [PDF]

  • Q. Liu, W. Wang, and P. Jackson, "Audio-visual Convolutive Blind Source Separation," in Proc. Sensor Signal Processing for Defence (SSPD 2010), pp. 1-5, London, UK, Sept 29-30, 2010. [PDF]

  • Q. Liu, W. Wang, and P. Jackson, "Use of Bimodal Coherence to Resolve Spectral Indeterminacy in Convolutive BSS," in Lecture Notes in Computer Science (LNCS 6365), Springer-Verlag. Proc. 9th International Conference on Latent Variable Analysis and Signal Separation (formerly the International Conference on Independent Component Analysis and Signal Separation) (LVA/ICA 2010), pp. 131-139, St. Malo, France, Sept 27-30, 2010. [PDF] (Best Student Paper Award Normination)

  • Q. Liu, W. Wang, and P. Jackson, "Bimodal Coherence based Scale Ambiguity Cancellation for Target Speech Extraction and Enhancement," in Proc. Interspeech (INTERSPEECH 2010), pp. 438-441, Makuhari, Japan, Sept 26-30, 2010. [PDF]

  • T. Xu and W. Wang, "Learning Dictionary for Underdetermined Blind Speech Separation Based on Compressed Sensing Method," in Proc. INSPIRE Conference on Information Representation and Estimation (INSPIRE 2010), London, UK, Sept 6-8, 2010. [PDF]

  • H. Mustafa and W. Wang, "Single Channel Music Sound Separation Based on Spectrogram Decomposition and Note Classification," in Proc. 7th International Symposium on Computer Music Modeling and Retrieval (CMMR 2010), Malaga, Spain, June 21-24, 2010. (Invited Paper) [PDF]

  • T. Xu and W. Wang, "A Block-based Compressed Sensing Method for Underdetermined Blind Speech Separation Incorporating Binary Mask," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas, Texas, USA, March 14-19, 2010. [PDF]

  • Y. Liang, W. Wang, and J.A. Chambers, "Adaptive signal processing techniques for clutter removal in radar-based navigation systems," in Proc. IEEE 43rd Asilomar Conference on Signals, Systems and Computers (Asilomar 2009), Pacific Grove, California, USA, November 1-4, 2009. [PDF] (Invited Paper)

  • T. Xu and W. Wang, "A Compressed Sensing Approach for Underdetermined Blind Audio Source Separation with Sparse Representations," in Proc. IEEE International Workshop on Statistical Signal Processing (SSP 2009), Cardiff, UK, August 31-Sept 3, 2009. [PDF] (Top Accessed Article in IEEE Xplore May, June 2010)

  • S. Soltuz, W. Wang, and P. Jackson, "A Hybrid Iterative Algorithm for Non-negative Matrix Factorization," in Proc. IEEE International Workshop on Statistical Signal Processing (SSP 2009), Cardiff, UK, August 31-Sept 3, 2009. [PDF]

  • T. Jan, W. Wang, and D.L. Wang, "A Multistage Approach for Blind Separation of Convolutive Speech Mixtures," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Taipei, Taiwan, April 19-24, 2009. [PDF]

  • T. Jan, W. Wang, and D.L. Wang, "Binaural Speech Separation Based on Convolutive ICA and Ideal Binary Mask Coupled with Cepstral Smoothing," in Proc. 8th IMA International Conference on Mathematics in Signal Processing (IMA 2008), Cirencester, UK, December 16-18, 2008. [PDF]

  • W. Wang,"One Microphone Audio Source Separation Using Convolutive Non-negative Matrix Factorization with Sparseness Constraints," in Proc. 8th IMA International Conference on Mathematics in Signal Processing (IMA 2008), Cirencester, UK, December 16-18, 2008. [PDF]

  • X. Zou, W. Wang, and J. Kittler, "Non-negative Matrix Factorization for Face Illumination Analysis," in Proc. ICA Research Network International Workshop (ICARN 2008), pp. 52-55, Liverpool, UK, September 25-26, 2008. [PDF]

  • W. Wang and X. Zou, "Non-Negative Matrix Factorization based on Projected Nonlinear Conjugate Gradient Algorithm," in Proc. ICA Research Network International Workshop (ICARN 2008), pp. 5-8, Liverpool, UK, September 25-26, 2008. [PDF]

  • W. Wang, "Convolutive Non-negative Sparse Coding," in Proc. IEEE 5th World Congress on Computational Intelligence (WCCI 2008) & Proc. 21st International Joint Conference on Neural Networks (IJCNN 2008), HongKong, China, June 1-6, 2008. [PDF]

  • W. Wang, "Squared Euclidean Distance Based Convolutive Non-negative Matrix Factorization with Multiplicative Learning Rules for Audio Pattern Separation," in Proc. 7th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2007), Cairo, Egypt, December 15-18, 2007. [PDF]

  • Y. Zhang, J.A. Chambers, W. Wang, P. Kendrick, and T.J. Cox, "A New Variable Step-Size LMS Algorithm with Robustness to Nonstationary Noise," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007), vol. III, pp. 1349-1352, Honolulu, Hawaii, USA, April 15-20, 2007. [PDF]

  • W. Wang, Y. Luo, J.A. Chambers, and S. Sanei, "Non-negative Matrix Factorization for Note Onset Detection of Audio Signals," in Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006), pp. 447-452, Maynooth, Ireland, September 6-8, 2006. [PDF] (Top Accessed Article in IEEE Xplore June 2010)

  • W. Wang, D. Cosker, Y. Hicks, S. Sanei, and J. A. Chambers, "Video Assisted Speech Source Separation," Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005), vol. V, pp.425-428, Philadelphia, USA, March 18-23, 2005. [PDF]

  • L. Yuan, E. Sang, W. Wang, and J.A. Chambers, "An Effective Method to Improve Convergence for Sequential Blind Source Separation," Lecture Notes in Computer Science (LNCS 3610), Springer-Verlag, ISBN: 3-540-28323-4. Proc. 1st International Conference on Natural Computation & 2nd International Conference on Fuzzy Systems and Knowledge Discovery (ICNC'05-FSKD'05), pp. 199-208, Changsha, China, August 27-29, 2005. [PDF]

  • W. Wang, J.A. Chambers, and S. Sanei, "Subband Decomposition for Blind Speech Separation Using a Cochlear Filterbank," Proc. IMA 6th International Conference on Mathematics in Signal Processing (IMA 2004), pp. 207-210, Cirencester, UK, Dec. 14-16, 2004.

  • S. Sanei, L. Spyrou, W. Wang, and J.A. Chambers, "Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS," Lecture Notes in Computer Science (LNCS 3195), Springer-Verlag, ISBN: 3-540-23056-4. Proc. 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), pp. 176-183, Granada, Spain, Sept. 22-24, 2004. [PDF]

  • W. Wang, J.A. Chambers, and S. Sanei, "Penalty Function Approach for Constrained Convolutive Blind Source Separation," Lecture Notes in Computer Science (LNCS 3195), Springer-Verlag, ISBN: 3-540-23056-4. Proc. 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), pp. 657-664, Granada, Spain, Sept. 22-24, 2004. [PDF]

  • W. Wang, J.A. Chambers, and S. Sanei, "A Novel Hybrid Approach to the Permutation Problem of Frequency Domain Blind Source Separation," Lecture Notes in Computer Science (LNCS 3195), Springer-Verlag, ISBN: 3-540-23056-4. Proc. 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), pp. 530-537, Granada, Spain, Sept. 22-24, 2004. [PDF]

  • W. Wang, J.A. Chambers, and S. Sanei, "Penalty Function Based Joint Diagonalization Approach for Convolutive Constrained BSS of Nonstationary Signals," Proc. 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, Sept. 7-10, 2004.

  • S. Sanei, W. Wang, and J.A. Chambers, "A Coupled HMM for Solving the Permutation Problem in Frequency Domain BSS," Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2004), vol. V, pp. 565-568, Montreal, Canada, May 17-21, 2004. [PDF]

  • W. Wang, S. Sanei, and J.A. Chambers, "Hybrid Scheme of Convolutive BSS and Beamforming for Speech Signal Separation Using Psychoacousitcs Filtering," Proc. International Conference on Control Science and Engineering (ICCSE 2003), Harbin, China, Dec. 18-20, 2003.

  • W. Wang, M. Jafari, S. Sanei, and J.A. Chambers, "Blind Separation of Convolutive Mixtures of Cyclostationary Sources Using an Extended Natural Gradient Method," Proc. IEEE 7th International Symposium on Signal Processing and its Applications (ISSPA 2003), vol. II, pp. 93-96, Paris, France, Jul. 1-4, 2003. [PDF]

  • W. Wang, J.A. Chambers, and S. Sanei, "A Joint Diagonalization Method for Convolutive Blind Separation of Nonstationary Sources in the Frequency Domain," Proc. 4th International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), pp. 939-944, Nara, Japan, Apr. 1-4, 2003. [PDF]

  • Y. Wang, W. Wang, F. Sun, and C. Liu, "Modeling and Simulation of Submarine Emergency Maneuver," Proc. 5th International Conference on System Simulation and Scientific Computing (ICSC 2002), Shanghai China, Nov. 3-6, 2002.

  • Y. Wang, W. Wang, F. Sun, and G. Wang, "Simulation of Submarine Near-Surface Motion under Disturbance Forces," Proc. International Conference of the Society for Computer Simulation International (SCS): 2002 Summer Computer Simulation Conference (SCSC2002), San Diego, USA, Jul. 14-18, 2002.

  • W. Wang, H. Liu, X. Zhang, and Y. Wang, "The Design of Data Structure in Chart Modification of ECDIS," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 115-118, Harbin, China, Oct. 10-12, 2001. [HTML]

  • W. Wang, Y. Wang, K. Yin, J. Rong, and Y. Xu, "Modeling and Simulation of Six DOF Maneuvering for Submarine," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 428-432, Harbin, China, Oct. 10-12, 2001. [HTML]

  • X. Zhan, W. Wang, and L. Zhao, "Design of a Neural Network PID Controller and the Application in Ship Autopilot," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 451-454, Harbin, China, Oct. 10-12, 2001. [HTML]

  • R. Xie, W. Wang, and F. Sun, "A Semi-fragile Digital Watermarking Technique Based on Wavelet Transform For Image Authentication," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 408-412, Harbin, China, Oct. 10-12, 2001. [HTML]

  • S. Hu, W. Wang, Y. Wang, and X. Zhang, "Multidimensional Data Analysis of Data Warehouse," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 433-435, Harbin, China, Oct. 10-12, 2001. [HTML]

  • Y. Wang, W. Wang, L. Zhao, and X. Shen, "The Design and Implementation of Visual System of a Submarine Voyage Training Simulator," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 440-444, Harbin, China, Oct. 10-12, 2001. [HTML]

  • C. Li, R. Xie, W. Wang, and S. Yang, "The Application of the Back-Propagation Neural Network in the SINS/GPS System Malfunction Identification," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 43-46, Harbin, China, Oct. 10-12, 2001. [HTML]

  • X. Zhang, Q. Wu, W. Wang, and D. Li, "Multiplex Coupled Chaos Synchronization Based on Lyapunov Function," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 198-202, Harbin, China, Oct. 10-12, 2001. [HTML]

  • X. Zhang, H. Lin, W. Wang, and D. Li, "Frequency Hopping Sequence Based on Chebyshev Map," Proc. International Conference on Navigation, Guidance and Control (ICNGC 2001), pp. 458-460, Harbin, China, Oct. 10-12, 2001. [HTML]

Earlier Journal Papers published in Chinese:

  • Y. Wang, W. Wang, F. Sun, and G.F. Wang, "Modeling and Simulation of Submarine Emergency Maneuver," Journal of Computer Simulation (a prestigious Chinese journal, same for the following journal papers), vol. 20, no. 6, pp. 1-3, 2003. [PDF]

  • Y. Wang, W. Wang, F. Sun, and G.F. Wang, "Simulation of Submarine Near-Surface Motion under Disturbance Force," Journal of System Simulation, vol. 15, no.1, pp. 84-87, 2003. [PDF]

  • X. Wang, X. Zhang, W. Wang, and D. Li, " Chaotic Scalar Signal's Synchronization of Chua's Circuit Using Adaptive Control," Journal of Computer Simulation, vol. 19, no. 2, pp. 89-96, April, 2002.

  • X. Zhang, D. Li, S. Chen, and W. Wang, " High precision Synchronization of Hyperchaotic System Based on State Observer," Journal of Circuits and Systems, vol. 6, no.4, pp. 15-19, December, 2001

  • W. Wang, L. Zhao, Y. Hao, and S. Yang, "The Design of Submarine Voyage Training Simulator Based on Virtual Reality," Journal of System Simulation, vol. 13, no. 5, pp. 599-601, October 2001.

  • W. Wang, F. Sun, X. Zhan, and L. Zhao, "Design and Implementation of the Visual System of the Submarine Voyage Training Simulator Based on VR," Journal of Computer Engineering and Applications, vol. 37, no. 22, November 2001.

  • W. Wang, C. Liu, S. Yang, and Y. Hao, "Military Information Countermining in Computer Network," Journal of Ship Electronic Engineering, no. 2, pp. 42-46, February 2001.

  • X. Zhang, S. Chen, W. Wang, and D. Li, "Realization of High-Precision Synchronization of Hyper-chaotic Signals by State Observers," Journal of Harbin Engineering University, vol. 22, no. 4, pp. 29-34, August 2001.

  • W. Wang, and Y. Hao, "Encoding and Decoding Software by Using the Property of a Hard Disk," Journal of Applied Science and Technology, no. 11, pp. 45-47, November 2001.

  • Y. Wang, L. Zhao, X. Shen, and W. Wang, "Design and Implementation of Visual System in Submarine Voyage Training Simulator," Journal of Harbin Engineering University, vol. 22, no. 2, pp. 30-32, April 2001.

  • W. Wang, F. Sun, C. Liu, and R. Xie, "The Algorithm Continuously Used to Calculate the Apparent Place of Celestial Bodies in the Solar System," Journal of Harbin Engineering University, vol. 21, no. 5, pp. 18-23, October 2000.

  • W. Wang, and Y. Hao, "Design Scheme for the Marine Celestial Navigation System Based on the ECDIS System," Journal of Chinese Navigation, vol. 46, no. 1, pp. 71-77, June 2000.

  • W. Wang, B. Qiao, and G. Qu, "How to Play Multimedia Animation in Visual C," Modern Computer, vol. 75, no. 6, pp. 65-67, June 2000.

  • W. Wang, C. Wang, Y. Hao, and J. Zhou, "Making and Using Multimedia Timer," Computer Applications, vol. 17, no. 3, pp. 16-19, March 2000. [PDF]

  • S. Yang, J. Tang, W. Wang, and C. Li, "Research to Life of Ship Electric Power System," Journal of Ship and Electric Technique, vol. 20, no. 2, pp. 1-7, 2000.

  • J. Zhou, K. Wang, W. Wang, and J. Zhang, "Curriculum Schedule Arrangement Expert System," Computer Applications, vol. 20, no. 5, pp. 76-78, May 2000.

  • W. Wang, H. Wang, and F. Sun, "The Algorithm Continuously Used to Calculate the Apparent Place of Stars," Journal of Harbin Engineering University, vol. 19, no. 6, pp. 35-41, December 1998. (Excellent Paper Award from HEU).

Refereed Conference Abstracts:

  • A. Zermini, Y. Yu, Y. Xu, M.D. Plumbley, and W. Wang, "Sparse Deep Neural Networks for Audio Source Separation," in UK Speech Conference (UKSpeech 2016), Sheffield, UK, June 20-21, 2016.

  • L. Rencker, and W. Wang, "Sparsity based declipping of speech signals," in UK Speech Conference (UKSpeech 2016), Sheffield, UK, June 20-21, 2016.

  • S. Zubair, W. Wang, and J. Chambers, "Block-structured sparse tensor decomposition for classification of multi-dimensional data," in UCL-Duke Workshop on Sensing and Analysis of High-Dimensional Data (SAHD 2014), London, UK, September 4-5, 2014.

  • M. Barnard, W. Wang, and J. Kittler, "Head Pose Estimation from Reverberant Speech," in Proc. CLEAR Workshop on Enhancement of Degraded Speech: Processing, Modelling, Evaluation (CLEAR 2012), London, UK, October 31, 2012.

  • X. Zhao, G. Zhou, W. Wang, and W. Dai, "An Algorithm for Dictionary Learning: SimCO with Weighted Objective Functions," in Proc. 3rd IMA Conference on Numerical Linear Algebra and Optimisation (NLAO 2012), Birmingham, UK, September 10-12, 2012.

  • Q. Liu, and W. Wang, "Bimodal Dictionary Learning for Model-Based Source Separation of Noisy Mixtures," in Proc. SMALL Workshop on Sparsity, Localisation and Dictionary Learning (SMALL 2012), London, UK, June 26-27, 2012.

  • S. Shahrzad, S. Sanei, and W. Wang, "Blind Separation of Sparse Sources for Detection of Deep Brain Sources," in Proc. 8th Annual Computing Department PhD Conference (CompConf 2012), Guildford, UK, March 21, 2012.

  • T. Jan and W. Wang, "Suppression of Late Reverberations Based on a Frequency Dependent Model," in Proc. 2012 SCANDAL Workshop on Sounds and Sound Processing in Natural and Artificial Systems: Making Sense of Sound (SCANDAL 2012), Plymouth, UK, Feb 20-21, 2012.

  • A. Alinaghi, W. Wang, and P. Jackson, "Underdetermined Reverberant Speech Separation Using Binaural Cues and Blind Source Separation Approach," in Proc. 2011 AUDIS Conference on Signal Processing and Audiology - From Front-end to Perception (AUDIS 2011), Southampton, UK, September 12, 2011.

  • T. Xu and W. Wang, "Methods for Training Adaptive Dictionary for Underdetermined Speech Separation," in Proc. 4th Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS 2011), Edinburgh, UK, June 27-30, 2011. [PDF]

  • T. Jan, W. Wang, and D.L. Wang, "A Novel Multi-stage Approach For Blind Separation of Convolutive Speech Mixtures," In Proc. One-day Meeting for Young Speech Researchers (UK SPEECH 2008), Guildford, UK, July 16, 2008.

Invited Poster Presentation:

  • A. Alinaghi, W. Wang, and P. Jackson, "Separation and Enhancement of Reverberant Speech Mixtures using Binaural cues, Statistical properties and Precedence effect", in UK and IE Speech Conference, Birmingham, UK, December 17-18, 2012. (Organizers: Edinburgh Speech Group)

  • W. Wang, and M. Barnard, "Audio and Audio-Visual Source Separation for Machine Listening," in BBC Audio Research Partnership Annual Meeting, MediaCityUK, Manchester, UK, September 11-12, 2012. (Organizers: BBC R&D Audio Team)

  • V. Kilic, M. Barnard, and W. Wang, "Audio-Visual Tracking," in BMVA Summer School, Manchester, UK, September 11-12, 2012. (Organizers: BMVA)

  • W. Wang, "Audio and Audio-Visual Source Separation for Machine Listening," in BBC Audio Research Partnership Launch Meeting, MediaCityUK, Manchester, UK, July 8, 2011. (Organizers: BBC R&D Audio Team) (For more information about the partnership, see media coverage on BBC, How-Do, TVBEurope, and also Graham's blog)
  • T. Xu and W. Wang, "Adaptive Dictionary Learning Based Compressive Sensing for Underdetermined Speech Separation," in Machine Listening Workshop (MLW 2010), Queen Mary University of London, UK, December 20, 2010. (Organizers: Prof Mark Plumbley and Dr Matthew Davies)
  • A. Alinaghi, W. Wang and P. Jackson, "Blind Separation of Reverberant Speech Mixtures (via Statistical Modeling of Binaural Cues and Mixing Vectors)," in Machine Listening Workshop (MLW 2010), Queen Mary University of London, UK, December 20, 2010. (Organizers: Prof Mark Plumbley and Dr Matthew Davies)
  • T. Jan, W. Wang, and D.L. Wang, "A Multi-stage Approach For Blind Separation of Convolutive Speech Mixtures," Open Afternoon in ICA Research Network International Workshop (ICARN 2008), Liverpool, UK, September 26, 2008. (Organizer: Dr Mark Plumbley)

Tutorials:

Invited Talks:

  • W. Wang, "Polynomial dictionary learning and sparse representation", The 1st Workshop on Polynomial Matrix Decompositions and Their Applications, The Royal Society, Kavli International Research Centre, Chicheley Hall, UK, August 24-26, 2016. (Organiser: Prof John McWhirter and Dr Stephan Weiss)

  • W. Wang, "Sparse analysis model based dictionary learning and signal reconstruction", School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China, 3pm, August 19, 2016. (Organiser: Prof Yuexian Zou) [news]

  • W. Wang, "Sparse analysis model based dictionary learning and signal reconstruction", School of Electronic and Computer Engineering, Harbin Institute of Technology, Shenzhen Graduate School, Shenzhen, China, 10am, August 19, 2016. (Organiser: Dr Lin Jiang)

  • W. Wang, "Sparse analysis model based dictionary learning and signal reconstruction", College of Information Engineering, Shenzhen University, Shenzhen, China, August 17, 2016. (Organiser: Prof Lei Huang)

  • W. Wang, "Speech source separation", MRC Microphone Network Meeting, Cardiff University, Cardiff, UK, June 14, 2016. (Organiser: Prof John Culling)

  • W. Wang, "Probabilistic Time-Frequency Masking for Convolutive Blind Source Separation", School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China, August 18, 2015. (Organiser: Prof Yuexian Zou) [news]

  • W. Wang, "Probabilistic Time-Frequency Masking for Convolutive Blind Source Separation", School of Engineering and Digital Arts, Kent University, Canterbury, UK, June 03, 2015. (Organiser: Prof Steven Gao)

  • W. Wang, "Dictionary Learning for Sparse Representations - Applications to Image Denoising, Source Separation, and Visual Tracking", School of Electronic and Computer Engineering, Tianjin University, Tianjing, China, December 23, 2014. (Organiser: Prof Qinghua Hu)

  • W. Wang, "Dictionary Learning based Sparse Representations for Audio-Visual Signal Processing", Shenzhen Graduate School of Harbin Institute of Technology, Shenzhen, China, April 22, 2014. (Organiser: Prof Xuan Wang and Mr Jian Guan)

  • W. Wang, "Dictionary Learning in Sparse Representations: New Algorithms and Applications", PLA University of Science & Technology, Nanjing, China, December 17, 2013. (Organiser: Prof Hang Zhang)

  • W. Wang, "Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking in Convolutive and Noisy Source Separation", UDRC Source Separation and Sparsity Theme Meeting, University of Edinburgh, Edinburgh, UK, October 31, 2013. (Organiser: Dr Janet Forbes and Prof Mike Davies)

  • W. Wang, "Source Separation of Convolutive and Noisy Mixtures using Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking", University of Reading, Reading, UK, October 23, 2013. (Organiser: Dr Sillas Hadjiloucas and Prof Xia Hong)

  • W. Wang, "Source Separation and Sparse Representation", Harbin Engineering University, Harbin, China, September 26, 2013. (Organiser: Dr Yuxin Zhao)

  • W. Wang, "Audio and Audio-Visual Source Separation, Localisation, and Tracking", BAE Systems, Guildford, UK, June 20, 2013. (Organiser: Philip Pring)

  • W. Wang, "Machine Audition at CVSSP", in UK & IE Speech Conference, Birmingham, UK, December 17-18, 2012.

  • W. Wang, "Dictionary Learning Algorithms in Sparse Representations and Signal Processing," (Organizer: Dr Wei Liu), Department of Eletronic and Electrical Engineering , Sheffield University, October 24, 2012.

  • W. Wang, "Dictionary Learning Algorithms in Signal Processing," (Organizer: Dr Lu Gan), School of Engineering and Design, Brunel University, August 1, 2012.

  • W. Wang, "Adaptive Dictionary Learning Algorithms for Image Denoising, Source Separation, and Visual Tracking," (Organizer: Dr Andrew Aubrey), Cardiff School of Computer Science and Informatics, Cardiff University, May 24, 2012.

  • W. Wang, "Dictionary Learning Algorithms and Their Applications in Source separation, Speaker Tracking, and Image Denoising," (Organizer: Prof Mark Plumbley), School of Electronic Engineering and Computer Science, Queen Mary University of London, April 25, 2012.

  • W. Wang, "Audio and Audio-Visual Source Separation," (Organizer: Dr Xiaorong Shen), School of Automation Science and Electrical Engineering, Beihang University, Beijing, September 20, 2011.

  • T. Xu and W. Wang, "Compressive Sensing," (Organizer: Prof. Anthony Ho), Department of Computer Science, University of Surrey, Guildford, January 11, 2010.

  • W. Wang, "Multimodal Blind Source Separation for Robot Audition," (Organizer: Dr. Tania Stathaki), MOD University Defence Research Centre Launch & Theme Meeting, Imperial College London, London, November 5, 2009.

  • W. Wang, "Two-microphone Speech Separation Based on Convolutive ICA and Ideal Binary Mask Coupled with Cepstral Smoothing," (Organizer: Prof. Francis Rumsey), Institute of Sound Recording (IoSR), University of Surrey, Guildford, October 21, 2008.

  • W. Wang, "Convolutive ICA and NMF for Audio Source Separation and Perception," (Organizers: Prof. Vladimir M. Sloutsky & Prof. DeLiang Wang), Center for Cognitive Science, Ohio State University, Columbus, April 11, 2008.

  • W. Wang, "Audio Source Separation and Perception," (Organizer: Prof. DeLiang Wang), Perception and Neurodynamics Laboratory (PNL), Department of Computer Science and Engineering, Ohio State University, Columbus, March 07, 2008.

  • W. Wang, "Intelligent Data Fusion Based Blind Source Separation," (Organizer: Dr Nathan Wood), Royal Academy of Engineering, London, April 11, 2005.

  • W. Wang and J.A. Chambers, "Frequency Domain Blind Source Separation," IEE Seminar on Blind Source Separation in Biomedicine (Organizer: Dr. Christopher J. James), British Institute of Radiology, London, 1 Dec. 2004.

  • W. Wang, "Frequency Domain BSS and its Associated Permutation Problem," Contract Researchers Conference at Cardiff School of Engineering (Organizer: Dr. Adrian Porch), Cardiff University, Cardiff, July 16, 2004.

  • W. Wang, "Blind Signal Processing and Speech Enhancement," Series Forum for Celebration of the 50th Anniversary of Harbin Engineering University (Organizer: Prof. Yanling Hao), Harbin, Apr. 11, 2003.

  • W. Wang, S. Sanei, and J.A. Chambers, "Has the Permutation Problem in Transform Domain BSS Been Solved?," IEE Workshop on Independent Component Analysis: Generalizations, Algorithms and Applications (Organizer: Dr. Mike Davies), Queen Mary University of London, London, Dec. 20, 2002.

Technical Reports/Theses:

  • W. Wang and J.A. Chambers, "Blind Signal Processing for Multichannel Speech Enhancement," EPSRC Final Report, Cardiff University, April 2005.

  • W. Wang, J.A. Chambers, "Blind Source Separation for Convolutive Mixtures and its Application in Speech Enhancement: An Overview," EPSRC Technical Report, King's College London, Sept. 2002.

  • W. Wang, "Information Fusion Theory and Its Application in Integrated Navigation System" (in Chinese with English abstract), Technical Report, Harbin Engineering University, Aug. 2000.

  • W. Wang, "Study on Submarine Voyage Training Simulator Based on Virtual Reality," Ph.D. Thesis, Harbin Engineering University, Mar. 2002 (in Chinese with English abstract, Supervisor: Prof. Yanling Hao).

  • W. Wang, "Research of Ship Celestial Navigation System and Its Application in ECDIS," M.E. Thesis, Harbin Engineering University, Dec. 1999 (in Chinese with English abstract, Supervisor: Prof. Yanling Hao; (Excellent Thesis Award).

  • W. Wang, "Design of Carrier Wave Communication System Based on SCM," Graduate Thesis, Harbin Engineering University, Jul. 1997 (in Chinese with English abstract, Supervisor: Prof. Qidan Zhu).


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Last updated in Jan 2016
First created in May 2007