CUED Publications database

Browse by Engineering ID

Up a level
Export as [feed] RSS 2.0 [feed] RSS 1.0 [feed] Atom
Group by: Item Type | No Grouping
Number of items: 96.

Article

Fallon, MF and Godsill, SJ (2012) Acoustic Source Localization and Tracking of a Time-Varying Number of Speakers. IEEE T AUDIO SPEECH, 20. pp. 1409-1415. ISSN 1558-7916

Heyns, T and Godsill, SJ and De Villiers, JP and Heyns, PS (2012) Statistical gear health analysis which is robust to fluctuating loads and operating speeds. Mechanical Systems and Signal Processing, 27. pp. 651-666. ISSN 0888-3270

Christensen, HL and Murphy, J and Godsill, SJ (2012) Forecasting high-frequency futures returns using online langevin dynamics. IEEE Journal on Selected Topics in Signal Processing, 6. pp. 366-380. ISSN 1932-4553

Carmi, A and Septier, F and Godsill, SJ (2012) The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. Automatica. ISSN 0005-1098

Lemke, T and Godsill, SJ (2012) Linear gaussian computations for near-exact Bayesian Monte Carlo inference in skewed alpha-stable time series models. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. pp. 3737-3740. ISSN 1520-6149

Nielsen, JK and Christensen, MG and Cemgil, AT and Godsill, SJ and Jensen, SH (2011) Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model. IEEE T AUDIO SPEECH, 19. pp. 1986-1998. ISSN 1558-7916

Pang, SK and Li, J and Godsill, SJ (2011) Detection and Tracking of Coordinated Groups. IEEE T AERO ELEC SYS, 47. pp. 472-502. ISSN 0018-9251

Xu, M and Ellis, T and Godsill, SJ and Jones, GA (2011) Visual tracking of partially observable targets with suboptimal filtering. IET COMPUT VIS, 5. pp. 1-13. ISSN 1751-9632

Christensen, JEN and Godsill, SJ (2011) Bayesian classification of acoustical waveforms under environmental variability. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. pp. 281-284.

Lemke, T and Godsill, SJ (2011) Enhanced poisson sum representation for alpha-stable processes. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. pp. 4100-4103. ISSN 1520-6149

Carmi, AY and Mihaylova, L and Septier, F and Pang, SK and Gurfil, P and Godsill, SJ (2011) MCMC-based tracking and identification of leaders in groups. Proceedings of the IEEE International Conference on Computer Vision. pp. 112-119.

de Villiers, JP and Godsill, SJ and Singh, SS (2011) Particle predictive control. Journal of Statistical Planning and Inference, 141. pp. 1753-1763. ISSN 0378-3758

Whiteley, NP and Johansen, AM and Godsill, SJ (2010) Monte Carlo filtering of piecewise deterministic processes. Journal of Computational and Graphical Statistics. pp. 1-21. ISSN 1061-8600

Godsill, SJ (2010) The shifted inverse-gamma model for noise floor estimation in archived audio recordings. Signal Processing, 90. pp. 991-999. ISSN 0165-1684

Peeling, PH and Cemgil, AT and Godsill, SJ (2009) Generative spectrogram factorisation models for polyphonic piano transcription. IEEE Transactions on Audio, Speech and Language Processing, 18. pp. 519-527. ISSN 1558-7916

Pang, SK and Nelson, JDB and Godsill, SJ and Kingsbury, NG (2009) Video tracking using dual-tree wavelet polar matching and Rao-Blackwellised particle filter. Eurasip Journal on Advances in Signal Processing, 2009. ISSN 1687-6172

Ridgway, G and Godsill, SJ (2007) Bayesian image modelling of cDNA microarray spots. IEEE Signal Processing Letters, 14. pp. 653-656. ISSN 1070-9908

Peeling, PH and Li, C and Godsill, SJ (2007) Poisson point process modeling for polyphonic music transcription. The Journal of the Acoustical Society of America Express Letters, 121. EL168-EL175. ISSN 0001-4966

Cemgil, AT and Godsill, SJ and Fevotte, C (2007) Variational and stochastic inference for Bayesian source separation. Digital Signal Processing, 17. pp. 891-913. ISSN 1051-2004

Lombardi, MJ and Godsill, SJ (2006) On-line Bayesian estimation of signals in symmetric /spl alpha/-stable noise. IEEE Transactions on Signal Processing, 54. pp. 775-779. ISSN 1053-587X

Fevotte, C and Godsill, SJ (2006) Sparse linear regression in unions of bases via Bayesian variable selection. IEEE Signal Processing Letters, 13. pp. 441-444. ISSN 1070-9908

Vermaak, J and Godsill, SJ and Perez, P (2005) Monte Carlo filtering for multi-target tracking and data association. IEEE Transactions on Aerospace and Electronics Systems, 41. pp. 309-332. ISSN 0018-9251

Vermaak, J and Ikoma, N and Godsill, SJ (2005) Sequential Monte Carlo framework for extended object tracking. IEE Proceedings on Radar, Sonar and Navigation, 152. pp. 353-363. ISSN 1350-2395

Djuric, PM and Godsill, SJ and Doucet, A (2004) Special Issue on Particle Filtering in Signal Processing - Editorial. EURASIP J APPL SIG P, 2004. pp. 2239-2241. ISSN 1110-8657

Wolfe, PJ and Godsill, SJ and Ng, WJ (2004) Bayesian variable selection and regularization for time-frequency surface estimation. Journal of the Royal Statistical Society, Series B: Statistical Methodology, 66. pp. 575-589. ISSN 1369-7412

Nason, G and Moulines, E and Robert, CP and Andrieu, C and Stoffelen, A and Paul, D and Abramovich, F and Aykroyd, RG and West, RM and Meng, S and Butucea, C and Cavalier, L and Davy, M and De Canditiis, D and Golubev, Y and Hoffman, RN and Khabie-Zeitoune, E and Munk, A and Ruymgaart, FH and Olhede, SC and Tsybakov, A and Wahba, G and Johnstone, IM and Kerkyacharian, G and Picard, D and Raimondo, M and Wolfe, PJ and Godsill, SJ and Ng, WJ and Haario, H and Laine, M and Lehtinen, M and Saksman, E and Tamminen, J and Cornford, D and Csato, L and Evans, DJ and Opper, M (2004) Dicussion on the meeting on 'Statistical approaches to inverse problems. J ROY STAT SOC B, 66. pp. 627-652. ISSN 1369-7412

Godsill, SJ and Doucet, A and West, M (2004) Monte Carlo smoothing for nonlinear time series. Journal of the American Statistical Association, 99. pp. 156-168. ISSN 0162-1459

Vermaak, J and Andrieu, C and Doucet, A and Godsill, SJ (2004) Reversible jump Markov chain Monte Carlo strategies for Bayesian model selection in autoregressive processes. Journal of Time Series Analysis, 25. pp. 785-809. ISSN 0143-9782

Wolfe, PJ and Godsill, SJ (2003) Efficient alternatives to the Ephraim and Malah suppression rule for audio signal enhancement. EURASIP J APPL SIG P, 2003. pp. 1043-1051. ISSN 1110-8657

Djuric, PM and Godsill, SJ (2002) Special issue on Monte Carlo methods for statistical signal processing. IEEE T SIGNAL PROCES, 50. p. 173. ISSN 1053-587X

Doucet, A and Godsill, SJ and Robert, CP (2002) Marginal maximum a posteriori estimation using Markov chain Monte Carlo. STAT COMPUT, 12. pp. 77-84. ISSN 0960-3174

Kokaram, AC and Godsill, SJ (2002) MCMC for joint noise reduction and missing data treatment in degraded video. IEEE Transactions on Signal Processing, 50. pp. 189-205. ISSN 1053-587X

Fong, W and Godsill, SJ and Doucet, A and West, M (2002) Monte Carlo smoothing with application to audio signal enhancement. IEEE Transactions on Signal Processing, 50. pp. 438-449. ISSN 1053-587X

Vermaak, J and Andrieu, C and Doucet, A and Godsill, SJ (2002) Particle methods for Bayesian modeling and enhancement of speech signals. IEEE Transactions on Speech and Audio Processing, 10. pp. 173-185. ISSN 1063-6676

Troughton, PT and Godsill, SJ (2001) MCMC methods for restoration of nonlinearly distorted autoregressive signals. SIGNAL PROCESS, 81. pp. 83-97. ISSN 0165-1684

Godsill, SJ (2001) On the relationship between Markov chain Monte Carlo methods for model uncertainty. Journal of Computational and Graphical Statistics, 10. pp. 230-248. ISSN 1061-8600

Wolfe, PJ and Godsill, SJ (2001) Perceptually motivated approaches to music restoration. Journal of New Music Research, 30. pp. 83-92. ISSN 0929-8215

Godsill, SJ and Wolfe, PJ and Fong, WNW (2001) Statistical model-based approaches to audio restoration and analysis. Journal of New Music Research, 30. pp. 323-338. ISSN 0929-8215

Doucet, A and Godsill, SJ and West, M (2000) Monte Carlo filtering and smoothing with application to time-varying spectral estimation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2. pp. 701-704. ISSN 0736-7791

Wolfe, PJ and Godsill, SJ (2000) Towards a perceptually optimal spectral amplitude estimator for audio signal enhancement. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2. pp. 821-824. ISSN 0736-7791

Godsill, SJ and Andrieu, C (1999) Bayesian separation and recovery of convolutively mixed autoregressive sources. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3. pp. 1733-1736. ISSN 0736-7791

Clapp, TC and Godsill, SJ (1999) Fixed-lag blind equalization and sequence estimation in digital communications systems using sequential importance sampling. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 5. pp. 2495-2498. ISSN 0736-7791

Troughton, PT and Godsill, SJ (1998) Reversible jump sampler for autoregressive time series. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 4. pp. 2257-2260. ISSN 0736-7791

Godsill, SJ and Rayner, PJW (1998) Statistical reconstruction and analysis of autoregressive signals in impulsive noise using the Gibbs sampler. IEEE Transactions on Speech and Audio Processing, 6. pp. 352-372. ISSN 1063-6676

Rajan, JJ and Rayner, PJW and Godsill, SJ (1997) Bayesian approach to parameter estimation and interpolation of time-varying autoregressive processes using the Gibbs sampler. IEEE Proceedings: Vision Image and Signal Processing, 144. pp. 249-256. ISSN 1350-245X

Godsill, SJ (1997) Bayesian enhancement of speech and audio signals which can be modelled as ARMA processes. International Statistical Review, 65. pp. 1-22. ISSN 0306-7734

Troughton, PT and Godsill, SJ (1997) Bayesian model selection for time series using Markov chain Monte Carlo. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 5. pp. 3733-3736. ISSN 0736-7791

Kokaram, AC and Godsill, SJ (1997) Joint detection, interpolation, motion and parameter estimation for image sequences with missing data. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL II. pp. 191-194.

Godsill, SJ (1997) Robust modelling of noisy ARMA signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 5. pp. 3797-3800. ISSN 0736-7791

Chan, DCB and Rayner, PJW and Godsill, SJ (1996) Multi-channel signal separation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2. pp. 649-652. ISSN 0736-7791

Godsill, SJ and Rayner, PJW (1996) Robust noise reduction for speech and audio signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2. pp. 625-628. ISSN 0736-7791

Godsill, SJ and Rayner, PJW (1995) Bayesian approach to the restoration of degraded audio signals. IEEE Transactions on Speech and Audio Processing, 3. pp. 267-278. ISSN 1063-6676

Book Section

Vermaak, J and Godsill, SJ (2004) Sequential Bayesian kernel regression. In: Advances in Neural Information Processing Systems. MIT Press, pp. 113-120.

Conference or Workshop Item

Carmi, A and Septier, F and Godsill, SJ (2009) The Gaussian mixture mcmc particle algorithm for dynamic cluster tracking. In: The 12th International Conference on Information Fusion, FUSION 2009, 2009-7-6 to 2009-7-9, Seattle, USA pp. 1179-1186..

Carmi, A and Godsill, SJ and Septier, F (2009) Evolutionary mcmc particle filtering for target cluster tracking. In: 2009 IEEE 13th Digital Signal Processing Workshop & 5TH IEEE Signal Processing Education Workshop, 2009-1-4 to 2009-1-7, Marco Island, Florida, USA pp. 262-267..

Pang, SK and Li, J and Godsill, SJ (2008) Models and algorithms for detection and tracking of coordinated groups. In: UNSPECIFIED pp. 2091-2107..

Yang, G and Godsill, SJ (2007) Bayesian inference for continuous-time ARMA models driven by jump diffusions. In: 14th IEEE Statistical Signal Processing Workshop, 2007-8-26 to 2007-8-29, Madison, WI,US pp. 99-103..

Yoon, JW and Godsill, SJ and Kang, C and Kim, TS (2007) Bayesian inference for 2D gel electrophoresis image analysis. In: UNSPECIFIED pp. 343-356..

Godsill, SJ (2006) Particle filters for continuous-time jump models in tracking applications. In: Workshop on Sequential Monte Carlo Methods, 2006-7-3 to 2006-7-5, Oxford, UK pp. 39-52..

Godsill, SJ and Yang, L (2006) Bayesian inference for continuous-time Arma models driven by non-Gaussian LÉVY processes. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) v.5, 2006-5-15 to 2006-5-19, Toulouse, France pp. 601-604..

Fevotte, C and Daudet, L and Godsill, SJ and Torresani, B (2006) Sparse regression with structured priors: application to audio denoising. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) v.3, 2006-5-15 to 2006-5-19, Toulouse, France pp. 57-60..

Fevotte, C and Godsill, SJ (2006) Blind separation of sparse sources using Jeffrey's inverse prior and the EM algorithm. In: The 6th International Conference on Independent Component Analysis and Blind Signal Separation, 2006-3-5 to 2006-3-8, Charleston, SC, US pp. 593-600..

Godsill, SJ and Yang, GL (2006) Bayesian inference for continuous-time ARMA models driven by non-Gaussian levy processes. In: UNSPECIFIED pp. 5459-5462..

Fevotte, C and Daudet, L and Godsill, SJ and Torresani, B (2006) Sparse regression with structured priors: Application to audio denoising. In: UNSPECIFIED pp. 2508-2511..

Ng, W and Li, JF and Godsill, SJ (2005) Tracking variable number of targets using sequential Monte Carlo methods. In: The 13th IEEE Signal Processing Workshop on Statistical Signal and Array Processing, 2005-7- to --, Bordeaux, France pp. 1207-1211..

Wolfe, PJ and Godsill, SJ (2005) Interpolation of missing data values for audio signal restoration using a Gabor regression model. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2005-5-18 to 2005-5-23, Philadelphia, PA, US pp. 517-520..

Fevotte, C and Godsill, SJ (2005) A Bayesian approach to time-frequency based blind source separation. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (WASPAA), 2005-10- to --, New Paltz, NY, US pp. 1-4..

Cemgil, AT and Godsill, SJ (2005) Efficient variational inference for the dynamic harmonic model. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (WASPAA), 2005-10- to --, New Paltz, NY, USA pp. 271-274..

Fevotte, C and Godsill, SJ and Wolfe, PJ (2004) Bayesian approach for blind separation of underdetermined mixtures of sparse sources. In: The 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), 2004-9-22 to 2004-9-24, Granada, Spain pp. 398-405..

Kashino, K and Godsill, SJ (2004) Bayesian estimation of simultaneous musical notes based on frequency domain modelling. In: The 29th 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2004-5-17 to 2004-5-21, Montreal, Quebec, Canada pp. 305-308..

Vermaak, J and Ikoma, N and Godsill, SJ (2004) Extended object tracking using particle techniques. In: UNSPECIFIED pp. 1876-1885..

Vermaak, J and Godsill, SJ and Doucet, A (2003) Radial basis function regression using trans-dimensional sequential Monte Carlo. In: The 11th IEEE Workshop on Statistical Signal Processing (SSP 2003), 2003-9- to --, St Louis, MO, US pp. 545-548..

Wolfe, PJ and Godsill, SJ (2003) A Gabor regression scheme for audio signal analysis. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics, 2003-10- to --, New Paltz, NY, US pp. 103-106..

Wolfe, PJ and Godsill, SJ (2003) A perceptually balanced loss function for short-time spectral amplitude estimation. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics, 2003-10- to --, New Paltz, NY, US 50-..

Wolfe, PJ and Godsill, SJ (2003) Audio signal enhancement using a block-sequential Gabor regression scheme. In: UNSPECIFIED p. 534..

Wolfe, PJ and Godsill, SJ (2003) A perceptually balanced loss function for short-time spectral amplitude estimation. In: UNSPECIFIED pp. 425-428..

Haan, NM and Godsill, SJ (2002) Bayesian models for DNA sequencing. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2001-5- to --, Salt Lake City, UT, US pp. 4020-4023..

Wolfe, PJ and Godsill, SJ (2001) Simple alternatives to the Ephraim and Malah suppression rule for speech enhancement. In: The 11th IEEE Signal Processing Workshop on Statistical Signal Processing, 2001-8- to --, Singapore pp. 496-499..

Haan, NM and Godsill, SJ (2001) A time-varying model for DNA sequencing data. In: The 11th IEEE Signal Processing Workshop on Statistical Signal Processing, 2001-8- to --, Singapore pp. 245-248..

Giannopoulos, P and Godsill, SJ (2001) Estimation of CAR processes observed in noise using Bayesian inference. In: The 26th International Conference on International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001-5- to --, Salt Lake City, UT, US pp. 3133-3136..

Haan, N and Godsill, SJ (2001) Sequential methods for DNA sequencing. In: The 26th International Conference on International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001-5- to --, Salt Lake City, UT, US pp. 1045-1048..

Wolfe, PJ and Dorfler, M and Godsill, SJ (2001) Multi-Gabor dictionaries for audio time-frequency analysis. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA01), 2001-10-21 to 2001-10-24, New Paltz, NY, US pp. 43-46..

Haan, NM and Godsill, SJ (2000) Modelling electropherogram data for DNA sequencing using variable dimension MCMC. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2000), 2000-6- to --, Istanbul, Turkey pp. 3542-3545..

Fitzgerald, WJ and Godsill, SJ and Kokaram, AC and Stark, AJ (1999) Bayesian methods in signal and image processing. In: Bayesian Statistics 6: the Sixth Valencia International Meeting, 1998-6- to --, Valencia, Spain pp. 239-254..

Clapp, TC and Godsill, SJ (1999) Fixed-lag smoothing using sequential importance sampling. In: Bayesian Statistics 6: the Sixth Valencia International Meeting, 1998-6- to --, Valencia, Spain pp. 743-752..

Troughton, PT and Godsill, SJ (1999) MCMC methods for restoration of quantised time series. In: The IEEE/EURASIP Workshop on Workshop on Nonlinear Signal and Image Processing, 1999-6- to --, Antalya, Turkey pp. 447-451..

Robert, CP and Doucet, A and Godsill, SJ (1999) Marginal MAP estimation using Markov chain Monte Carlo. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 1999), 1999-3- to --, Phoenix, AZ, US pp. 1753-1756..

Kokaram, AC and Godsill, SJ (1998) Joint noise reduction, motion estimation, missing data reconstruction, and model parameter estimation for degraded motion pictures. In: The International Conference on Bayesian Inference for Inverse Problems, 1998-7- to --, 0277-786x pp. 212-223..

Djuric, PM and Godsill, SJ and Fitzgerald, WJ and Rayner, PJW (1998) Detection and estimation of signals by reversible jump Markov chain Monte Carlo computations. In: The 1998 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'98) v.4, 1998-5- to --, Seattle, WA, US pp. 2269-2272..

Djuric, PM and Godsill, SJ (1998) Parametric modeling and estimation of time-varying spectra. In: The 32nd Asilomar Conference on Signals, Systems and Computers, 1998-11- to --, Pacific Grove, CA, US pp. 292-298..

Troughton, PT and Godsill, SJ (1998) Bayesian model selection for linear and non-linear time series using the Gibbs sampler. In: UNSPECIFIED pp. 249-261..

Godsill, SJ and Rayner, PJW (1995) Robust treatment of impulsive noise in speech and audio signals. In: The Workshop on Bayesian Robustness, 1995-5- to --, Rimini, Italy pp. 331-342..

Godsill, SJ (1994) Recursive restoration of pitch variation defects in musical recordings. In: The International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1994-4- to --, Adelaide, Australia pp. 233-236..

HICKS, CM and GODSILL, SJ (1994) A 2-CHANNEL APPROACH TO THE REMOVAL OF IMPULSIVE NOISE FROM ARCHIVED RECORDINGS. In: UNSPECIFIED pp. 213-216..

GODSILL, SJ and RAYNER, PJW (1993) FREQUENCY-BASED INTERPOLATION OF SAMPLED SIGNALS WITH APPLICATIONS IN AUDIO RESTORATION. In: UNSPECIFIED A209-A212..

Godsill, SJ and Rayner, PJW (1992) A Bayesian approach to the detection and correction of error bursts in audio signals. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1992-3- to --, San Francisco, CA, US pp. 261-264..

This list was generated on Thu Jan 29 14:05:29 2015 GMT.