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Article

Bunch, P and godsill, SJ (2013) Particle Smoothing Algorithms for Variable Rate Models. IEEE Transactions on Signal Processing, 61. pp. 1663-1675.

Carmi, AY and Mihaylova, L and Gning, A and Gurfil, P and Godsill, SJ (2013) Monte Carlo-Based Bayesian group object tracking and causal reasoning. Studies in Computational Intelligence, 410. pp. 7-53. ISSN 1860-949X

Christensen, HL and Turner, RE and Hill, SI and Godsill, SJ (2013) Rebuilding the limit order book: sequential Bayesian inference on hidden states. Quantitative Finance. ISSN 1469-7688

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

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

Carmi, A and Septier, F and Godsill, SJ (2012) The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. Automatica, 48. pp. 2454-2467. 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

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

Särkkä, S and Bunch, P and Godsill, SJ (2012) A backward-simulation based Rao-Blackwellized particle smoother for conditionally linear Gaussian models. IFAC Proceedings Volumes (IFAC-PapersOnline), 16. pp. 506-511. ISSN 1474-6670

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.

Peeling, PH and Godsill, SJ (2011) Multiple pitch estimation using non-homogeneous poisson processes. IEEE Journal on Selected Topics in Signal Processing, 5. pp. 1133-1143. ISSN 1932-4553

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

Heyns, T and Godsill, SJ and de Villiers, JP and Heyns, PS (2011) Statistical gear health analysis which is robust to fluctuating loads and operating speeds. Mechanical Systems and Signal Processing. ISSN 0888-3270

Whiteley, NP and Singh, SS and Godsill, SJ (2010) Auxiliary particle implementation of the probability hypothesis density filter. IEEE Transactions on Aerospace and Electronic Systems, 46. pp. 1437-1454. ISSN 0018-9251

Nielsen, JK and Christensen, MG and Cemgil, AT and Godsill, SJ and Jensen, SH (2010) Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment. European Signal Processing Conference. pp. 239-243. ISSN 2219-5491

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

Fallon, M and Godsill, SJ (2009) Acoustic source localisation and tracking using track before detect. IEEE Transactions on Audio, Speech and Language Processing, PP. p. 1. ISSN 1558-7916

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

Septier, F and Carmi, A and Pang, SK and Godsill, SJ (2009) Multiple object tracking using evolutionary MCMC-based particle algorithms. IFAC Proceedings Volumes (IFAC-PapersOnline), 15. pp. 798-803. ISSN 1474-6670

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

Cvejic, N and Seppanen, T and Godsill, SJ (2009) A nonreference image fusion metric based on the regional importance measure. IEEE Journal of Selected Topics in Sigal Processing, 3. pp. 212-221. ISSN 1932-4553

Pang, SK and Li, J and Godsill, SJ (2008) Models and algorithms for detection and tracking of coordinated groups. IEEE Aerospace Conference Proceedings. ISSN 1095-323X

Pang, SK and Nelson, JDB and Godsill, SJ and Kingsbury, NG (2008) Video tracking using dual-treewavelet polar matching and particle filtering. IET Seminar Digest, 2008. pp. 77-86.

Cappe, O and Godsill, SJ and Moulines, E (2007) An overview of existing methods and recent advances in sequential Monte Carlo. Proceedings of the IEEE, 95. pp. 899-924. ISSN 0018-9219

Fevotte, C and Torresani, B and Daudet, L and Godsill, SJ (2007) Sparse linear regression with structured priors and application to denoising of musical audio. IEEE Transactions on Audio Speech and Language Processing, 16. pp. 174-185. ISSN 1558-7916

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

Godsill, SJ and Vermaak, J and Ng, W and Li, JF (2007) Models and algorithms for tracking of maneuvering objects using variable rate particle filters. Proceedings of the IEEE, 95. pp. 925-952. ISSN 0018-9219

Godsill, SJ and Vermaak, J and Ng, KF and Li, JF (2007) Models and algorithms for tracking of manoeuvring objects using variable rate particle filters. Proceedings of the IEEE, 95. pp. 925-952. ISSN 0018-9219

Ng, KF and Li, JF and Godsill, SJ and Pang, SK (2007) Multitarget initiation, tracking and termination using bayesian Monte Carlo methods. The Computer Journal. ISSN 1460-2067

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

Davy, M and Godsill, SJ (2006) Bayesian analysis of polyphonic western tonal music. Journal of the Acoustical Society of America, 119. pp. 2498-2517. ISSN 0001-4966

Fevotte, C and Godsill, SJ (2006) A Bayesian approach for blind separation of sparse sources. IEEE Transactions on Audio, Speech and Language Processing, 14. pp. 2174-2188. ISSN 1558-7916

Yoon, JW and Godsill, SJ (2006) Bayesian inference for multidimensional NMR image reconstruction. European Signal Processing Conference. ISSN 2219-5491

Yoon, JW and Godsill, SJ and Kupce, E and Freeman, R (2006) Deterministic and statistical methods for reconstructing multidimensional NMR spectra. Magnetic Resonance in Chemistry, 44. pp. 197-209. ISSN 0749-1581

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

Kashino, K and Godsill, SJ (2004) Bayesian estimation of simultaneous musical notes based on frequency domain modelling. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 4. IV-305-IV-308. ISSN 1520-6149

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

Godsill, SJ (2004) Computational modeling of musical signals. Chance Magazine, 17. pp. 23-29. ISSN 0933-2480

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

Wolfe, PJ and Godsill, SJ (2003) Efficient alternatives to the Ephraim and Malah suppression rule for audio signal enhancement. EURASIP Journal on Applied Signal Processing, 10. 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

Doucet, A and Godsill, SJ and Robert, CP (2002) Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Statistics and Computing, 21. pp. 77-84. ISSN 0960-3174

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 and Doucet, A and West, M (2001) Maximum a posteriori sequence estimation using Monte Carlo particle filters. Annals of the Institute of Statistical Mathematics, 53. pp. 82-96. ISSN 0020-3157

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

Doucet, A and Godsill, SJ and Andrieu, C (2000) On sequential Monte Carlo sampling methods for Bayesian filtering. Statistics and Computing, 10. pp. 197-208. ISSN 0960-3174

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

Clapp, TC and Godsill, SJ (1998) Blind equalization and sequence estimation using Markov chain Monte Carlo methods. IEEE Transactions on Signal Processing, 46. p. 1780. ISSN 1053-587X

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

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

Godsill, SJ and Rayner, PJW (1993) Frequency-based interpolation of sampled signals with applications in audio restoration. Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, 1. I-209-I-212. ISSN 0736-7791

Book

Godsill, SJ and Rayner, PJW (1998) Digital audio restoration: a statistical model-based approach. Springer-Verlag, Berlin, Germany, -.

Book Section

Pang, SK and Godsill, SJ and Li, J and Septier, F (2011) Sequential inference for dynamically evolving groups of objects. In: Inference and Learning in Dynamic Models. CUP.

Singh, SS and Whiteley, N and Godsill, SJ (2011) An approximate likelihood method for estimating static parameters in multi-target tracking models. In: Inference and Learning in Dynamic Models. CUP.

Cemgil, AT and Godsill, SJ and Peeling, PH and Whiteley, NP (2010) Bayesian statistical methods for audio and music processing. In: The Oxford Handbook of Applied Bayesian Analysis. Oxford Handbooks in Mathematics . Oxford University Press, Oxford, -.

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

Godsill, SJ (2003) Discussion of `Trans-dimensional Markov chain Monte Carlo'. In: Highly Structured Stochastic Systems. Oxford Statistical Science Series, 27 . Oxford University Press, -.

Godsill, SJ and Clapp, TC (2001) Improvement strategies for Monte Carlo particle filters. In: Sequential Monte Carlo Methods in Practice. Springer, New York, USA.

Godsill, SJ and Rayner, PJW and Cappe, O (1998) Digital audio restoration. In: Applications of Digital Signal Processing to Audio and Acoustics. The Kluwer International Series in Engineering and Computer Science (SECS), 437 . Kluwer Academic, pp. 133-193.

Troughton, PT and Godsill, SJ (1998) Joint noise reduction, motion estimation, missing data reconstruction, and model parameter estimation for degraded motion pictures. In: Mathematics in Signal Processing IV. The Institute of Mathematics and its Applications Conference Series, 67 . Clarendon Press, Oxford, UK, -.

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..

Septier, F and Carmi, A and Godsill, SJ (2009) Tracking of multiple contaminant clouds. In: The 12th International Conference on Information Fusion, FUSION 2009, 2009-7-6 to 2009-7-9, Seattle, USA pp. 1280-1287..

Septier, F and Carmi, A and Pang, SK and Godsill, SJ (2009) Multiple object tracking using evolutionary and hybrid mcmc-based particle algorithms. In: 15th IFAC Symposium on System Identification, SYSID 2009, 2009-7-6 to 2009-7-8, Saint-Malo, France.

Septier, F and Pang, SK and Godsill, SJ and Carmi, A (2009) Tracking of coordinated groups using marginalised MCMC-based particle algorithms. In: IEEE Aerospace Conference 2009, 2009-3-7 to 2009-3-14, Big Sky, Montana, USA pp. 1-11..

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..

Nelson, JDB and Pang, SK and Kingsbury, NG and Godsill, SJ (2008) Tracking ground based targets in aerial video with dual-tree wavelet polar matching and particle filtering. In: 11th International Conference on Information Fusion, 2008-6-30 to 2008-7-3, Cologne, Germany pp. 1-7..

Peeling, PH and Cemgil, AT and Godsill, SJ (2008) Bayesian hierarchical models and inference for musical audio processing. In: 3rd International Symposium on Wireless Pervasive Computing, ISWPC 2008, 2008-5-7 to 2008-5-9, Santorini, Greece pp. 278-282..

Virtanen, TO and Cemgil, AT and Godsill, SJ (2008) Bayesian extensions to non-negative matrix factorisation for audio signal modelling. In: IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2008, 2008-3-31 to 2008-4-4, Las Vegas, USA pp. 1825-1828..

Lin, H and Godsill, SJ (2008) Multi-channel Bayesian background noise suppression using perceptual cost functions. In: IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2008, 2008-3-31 to 2008-4-4, Las Vegas, USA pp. 3429-3432..

Pang, SK and Nelson, JDB and Godsill, SJ and Kingsbury, NG (2008) Video tracking using dual-tree wavelet polar matching and particle filtering. In: 7th IET Seminar on Target Tracking and Data Fusion: Algorithms and Applications, 2008-4-15 to 2008-4-16, Birmingham, UK pp. 79-86..

Vo, B and Clark, D and Vo, BT and Godsill, SJ (2008) Gaussian mixture implementations of phd filters for non-linear dynamical models. In: IET Seminar on Target Tracking, 2008-4- to --, Birmingham, UK.

Pang, SK and Li, JF and Godsill, SJ (2008) Models and algorithm for detection and tracking of coordinated groups. In: IEEE Aerospace Conference, 2008-3-1 to 2008-3-8, Montana, USA pp. 1-17..

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

Godsill, SJ and Cemgil, AT and Fevotte, C and Wolfe, PJ (2007) Bayesian computational methods for sparse audio and music processing. In: 15th European Signal Processing Conference (EUSIPCO-2007), 2007-9-3 to 2007-9-7, Poznan, Porland.

Whiteley, N and Singh, S and Godsill, SJ (2007) Auxiliary particle implementation of the probability hypothesis density filter. In: The 5th International Symposium on Image and Signal Processing and Analysis (ISPA 2007), 27-29 Sep 2007, Istanbul, Turkey, 2007-9-27 to 2007-9-29 pp. 510-515..

Pang, SK and Li, JF and Godsill, SJ (2007) Models and algorithms for detection and tracking of coordinated groups. In: 5th International Symposium on Image and Signal Processing and Analysis (ISPA 2007), 2007-9-27 to 2007-9-29, Istanbul, Turkey pp. 504-509..

Ng, W and Godsill, SJ and Vermaak, J (2007) A review of recent results in multiple target tracking. In: The 4th International Symposium on Image and Signal Processing and Analysis (ISPA 2005), 2007-9-27 to 2007-9-29, Istanbul, Turkey pp. 40-45..

Peeling, PH and Cemgil, AT and Godsill, SJ (2007) A probabilistic framework for matching music representations. In: 8th International Conference on Music Information Retrieval (ISMIR 2007), 2007-9-23 to 2007-9-27, Vienna, Austria -..

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..

Whiteley, N and Johanssen, AM and Godsill, SJ (2007) Efficient Monte Carlo filtering for discretely observed jumping processes. In: Proceedings of the 14th IEEE Statistical Signal Processing Workshop, 2007-8-26 to 2007-8-29, Madison, WI, US pp. 89-93..

Jupp, J and Langdon, PM and Godsill, S (2007) Mobile computing in maintenance activities: A ’situational induced impairments and disabilities’ perspective. In: 4th International Conference on Universal Access in Human-Computer Interaction (UAHCI) 2007, 2007-7-22 to 2007-7-27, Beijing, China pp. 696-705..

Whiteley, N and Cemgil, AT and Godsill, SJ (2007) Sequential inference of rhythmic structure in musical audio. In: IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP' 07, 2007-4-15 to 2007-4-20, Honolulu, USA pp. 1321-1324..

Clark, D and Cemgil, AT and Peeling, P and Godsill, S (2007) Multi-Object tracking of sinusoidal components in audio with the gaussian mixture probability hypothesis density filter. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2007-10-21 to 2007-10-24, New Paltz, New York, USA pp. 339-342..

Cemgil, AT and Peeling, PH and Dikmen, O and Godsill, SJ (2007) Prior structures for time-frequency energy distributions. In: 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA2007), 2007-10-21 to 2007-10-24, New Paltz, USA.

Fallon, M and Godsill, SJ (2007) Multi target acoustic source tracking using track before detect. In: 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2007-10-19 to 2007-10-22, New Paltz, NY, US.

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..

Ng, W and Pang, SK and Li, JF and Godsill, SJ (2006) Efficient variable rate particle filters for tracking of manoeuvring targets using an MRF-based motion model. In: 14th European Signal Processing Conference (EUSIPCO), 2006-9-4 to 2006-9-8, Florence, Italy.

Fallon, M and Godsill, SJ and Blake, A (2006) Joint acoustic source location and orientation estimation using Sequential Monte Carlo. In: Proceedings of the 9th International Conference on Digital Audio Effects (DAFx-06), 2006-9-18 to 2006-9-20, Montreal, Canada -..

Lin, H and Godsill, SJ (2006) Real-time Bayesian GSM buzz removal. In: 9th International Conference on Digital Audio Effects, 2006-9-18 to 2006-9-20, Montreal, Quebec, Canada pp. 303-308..

Langdon, PM and Godsill, S and Clarkson, PJ (2006) Statistical estimation of user's interactions from motion impaired cursor use data. In: The 6th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2006), 2006-9-18 to 2006-9-20, Esbjerg, Denmark pp. 141-146..

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..

Whiteley, N and Cemgil, AT and Godsill, SJ (2006) Bayesian modelling of temporal structure in musical audio. In: 7th International Conference on Music Information Retrieval (ISMIR 06), 2006-10-8 to 2006-10-12, Victoria, Canada -..

Whiteley, N and Cemgil, AT and Godsill, SJ (2006) Bayesian modelling of temporal structure in musical audio. In: 7th International Conference on Music Information Retrieval, ISMIR 2006, 2006-10-8 to 2006-10-12, Victoria, Canada -..

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..

Cemgil, AT and Fevotte, C and Godsill, SJ (2005) Blind separation of sparse sources using variational EM. In: 13th European Signal Processing Conference (EUSIPCO 2005), 2005-9-4 to 2005-9-8, Antalya, Turkey.

Cemgil, AT and Fevotte, C and Godsill, SJ (2005) Blind separation of sparse sources using variational EM. In: 13th European Signal Processing Conference, 2005-9-4 to 2005-9-8, Antalya, Turkey.

Cemgil, AT and Godsill, SJ (2005) Probabilistic phase vocoder and its application to interpolation of missing values in audio signals. In: 13th European Signal Processing Conference (EUSIPCO 2005), 2005-9-4 to 2005-9-8, Antalya, Turkey.

Ng, W and Godsill, SJ and Vermaak, J (2005) Tracking variable number of targets using sequential Monte Carlo method. In: 13th European Signal Processing Conference, 2005-9-4 to 2005-9-8, Antalya, Turkey pp. 1207-1211..

Li, JF and Ng, W and Godsill, SJ and Vermaak, J (2005) Online multitarget detection and tracking using sequential Monte Carlo methods. In: The 8th International Conference on Information Fusion, 2005-7-25 to 2005-7-29, Philadelphia, PA, US p.7-..

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..

Godsill, SJ and Vermaak, J (2005) Variable rate particle filters for tracking applications. In: The 13th IEEE Signal Processing Workshop on Statistical Signal and Array Processing, 2005-7- to --, Bordeaux, France pp. 1201-1206..

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..

Ng, W and Li, JF and Godsill, SJ and Vermaak, J (2005) Multitarget tracking using a new soft-gating approach and sequential Monte Carlo methods. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2005-5-8 to 2005-5-23, Philadelphia, PA, US pp. 1049-1052..

Ng, W and Li, JF and Godsill, SJ and Vermaak, J (2005) A hybrid approach for online joint detection and tracking for multiple targets. In: The IEEE Aerospace Conference, 2005-3- to --, Big Sky, MT, US pp. 2126-2141..

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..

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, 2005-10- to --, New Paltz, NY, US pp. 1-4..

Godsill, SJ and Davy, M (2005) Bayesian computational models for inharmonicity in musical instruments. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (WASPAA), 2005-10- to --, New Paltz, NY, US pp. 283-286..

Cemgil, AT and Fevotte, C and Godsill, SJ (2005) Blind separation of sparse sources using variational EM. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (WASPAA), 2005-10- to --, New Paltz, NY, USA.

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..

Lin, H and Godsill, SJ (2005) The multi-channel AR model for real-time audio restoration. In: The IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (WASPAA), 2005-10- to --, New Paltz, NY, US pp. 335-338..

Godsill, SJ and Li, JF and Ng, W (2005) Multiple and extended object tracking with Poisson spatial processes and variable rate filters. In: The 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), -- to -- pp. 93-96..

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..

Ikoma, N and Vermaak, J and Godsill, SJ (2004) Extended object tracking using particle techniques. In: Statistical Signal Processing, 2003-9- to --, St Louis, MO, US.

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..

Godsill, SJ and Vermaak, J (2004) Models and algorithms for tracking using trans-dimensional sequential Monte Carlo. In: The 29th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2004-5-17 to 2004-5-21, Montreal, Quebec, Canada pp. 976-979..

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

Ikoma, N and Godsill, SJ (2003) Extended object tracking with unknown association, missing observations and clutter using particle filters. In: The 11th IEEE Workshop on Statistical Signal Processing (SSP 2003), 2003-9- to --, St Louis, MO, US pp. 502-505..

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..

Davy, M and Godsill, SJ (2003) Bayesian harmonic models for musical signal analysis. In: Bayesian Statistics 7: the Seventh Valencia International Meeting, 2002-6- to --, Tenerife, Spain.

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..

Davy, M and Godsill, SJ (2003) Bayesian harmonic models for musical signal analysis. In: UNSPECIFIED pp. 105-124..

Wolfe, PJ and Dorfler, M and Godsill, SJ (2003) Bayesian modelling of time-frequency coefficients for audio signal enhancement. In: Advances in Neural Information Processing Systems 15: the 2002 Conference, 2002-- to -- -..

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

Godsill, SJ and Davy, M (2002) Bayesian harmonic models for musical pitch estimation and analysis. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2001-5- to --, Salt Lake City, UT, US pp. 1769-1772..

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..

Davy, M and Godsill, SJ (2002) Detection of abrupt spectral changes using support vector machines; an application to audio signal segmentation. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2001-5- to --, Salt Lake City, UT, US pp. 1313-1316..

Fong, W and Godsill, SJ (2002) Sequential Monte Carlo simulation of dynamical models with slowly varying parameters: an extension. In: 26th International Conference on Acoustics, Speech, and Signal Processing, 2001-5- to --, Salt Lake City, UT, US pp. 303-306..

Fong, W and Godsill, SJ (2002) Sequential Monte Carlo simulation of dynamical models with slowly varying parameters: application to audio. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2001-5- to --, Salt Lake City, UT, US pp. 1605-1608..

Fong, W and Godsill, SJ (2001) Monte Carlo smoothing with application to audio signal enhancement. In: The 11th IEEE Signal Processing Workshop on Statistical Signal Processing, 2001-8- to --, Singapore pp. 18-21..

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..

Fong, W and Godsill, SJ (2001) Monte Carlo smoothing with application to audio signal enhancement. In: The 11th International Conference on Statistical Signal Processing, 2001-8- to -- pp. 18-21..

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..

Fong, WNW and Godsill, SJ (2001) Monte Carlo smoothing for non-linearly distorted signals. In: The 26th International Conference on International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001-5- to --, Salt Lake City, UT, US pp. 3997-4000..

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..

Godsill, SJ (2000) Inference in symmetric alpha-stable noise using MCMC and the slice sampler. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2000), 2000-6- to --, Istanbul, Turkey pp. 3806-3809..

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..

Doucet, A and Godsill, SJ and West, M (2000) Monte Carlo filtering and smoothing with application to time-varying spectral estimation. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2000), 2000-6- to --, Istanbul, Turkey pp. 701-704..

Wolfe, PJ and Godsill, SJ (2000) Towards a perceptually optimal spectral amplitude estimator for audio signal enhancement. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2000), 2000-6- to --, Istanbul, Turkey pp. 821-824..

Godsill, SJ and Doucet, A and West, M (2000) Methodology for Monte Carlo smoothing with application to time-varying autoregressions. In: International Symposium on Frontiers of Time Series Modeling, 2000-2-7 to 2000-2-9, Tokyo, Japan.

Godsill, SJ and Kuruoglu, EE (1999) Bayesian inference for time series with heavy-tailed symmetric α-stable noise processes. In: Applications of Heavy Tailed Distributions in Economics, Engineering and Statistics, 1999-6-3 to 1999-6-5, Washington, DC, US.

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..

Godsill, SJ (1999) MCMC and EM-based methods for inference in heavy-tailed processes with a-stable innovations. In: The Signal Processing Workshop on Higher-Order Statistics, 1999-6- to --, Caesarea, Israel pp. 228-232..

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..

Andrieu, C and Godsill, SJ (1999) Bayesian separation and recovery of convolutively mixed autoregressive sources. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 1999), 1999-3- to --, Phoenix, AZ, US pp. 1733-1736..

Clapp, TC and Godsill, SJ (1999) Fixed-lag blind equalization and sequence estimation in digital communications systems using sequential importance sampling. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 1999), 1999-3- to --, Phoenix, AZ, US pp. 2495-2498..

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..

Walmsley, PJ and Godsill, SJ and Rayner, PJW (1999) Polyphonic pitch tracking using joint Bayesian estimation of multiple frame parameters. In: The IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 99), 1999-10- to --, New Paltz, NY, US pp. 119-122..

Ahmed, A and Rayner, PJW and Godsill, SJ (1999) Recursive decorrelation for blind convolutive signal separation. In: 1st International Conference on Independent Component Analysis and Blind Signal Separation (ICA 1999), 1999-1- to --, Aussois, France.

Ahmed, A and Rayner, PJW and Godsill, SJ (1999) Considering non-stationarity for blind signal separation. In: The IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 99), -- to -- pp. 111-114..

Troughton, PT and Godsill, SJ (1998) MCMC methods for restoration of nonlinearly distorted autoregressive signals. In: The 9th European Signal Processing Conference: Signal Processing IX: Theories and Applications (EUSIPCO 98), 1998-9- to --, Rhodes, Greece pp. 2029-2032..

Walmsley, PJ and Godsill, SJ and Rayner, PJW (1998) Multidimensional optimisation of harmonic signals. In: The 9th European Signal Processing Conference: Signal Processing IX: Theories and Applications (EUSIPCO 98), 1998-9- to --, Rhodes, Greece pp. 2033-2036..

Campbell, C and Godsill, SJ (1998) On a new stochastic version of the EM algorithm. In: The 9th European Signal Processing Conference: Signal Processing IX: Theories and Applications (EUSIPCO 98), 1998-9- to --, Rhodes, Greece pp. 2009-2012..

Andrieu, C and Doucet, A and Godsill, SJ (1998) Bayesian blind marginal separation of convolutely mixed discrete sources. In: The 8th IEEE Workshop on Neural Networks for Signal Processing (NNSP98), 1998-8- to --, Cambridge, UK pp. 43-52..

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 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..

Andrieu, C and Doucet, A and Duvaut, P and Godsill, SJ and Fitzgerald, WJ (1998) Simulation-based computational methods for Bayesian signal processing. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'98), 1998-5- to --, Seattle,WA, US pp. 1553-1556..

Troughton, PT and Godsill, SJ (1998) A reversible jump sampler for autoregressive time series. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 98), 1998-5- to --, Seattle, WA, US pp. 2257-2260..

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..

Kuruoglu, EE and Molina, C and Godsill, SJ and Fitzgerald, WJ (1997) A new analytic representation for the symmetric a-stable probability density function. In: The 5th World Meeting of the International Society for Bayesian Analysis (ISBA), 1997-8- to --, Istanbul, Turkey pp. 229-233..

Kuruoglu, EE and Molina, C and Godsill, SJ and Fitzgerald, WJ (1997) A new analytic representation for the symmetric a-stable probability density function. In: The 5th World Meeting of the International Society for Bayesian Analysis, 1997-8- to --, Istanbul, Turkey pp. 229-233..

Kuruoglu, EE and Molina, C and Godsill, SJ and Fitzgerald, WJ (1997) A new analytic representation for the symmetric a-stable probability density function. In: The 5th World Meeting of the International Society for Bayesian Analysis, 1997-8- to --, Istanbul, Turkey pp. 229-233..

Troughton, PT and Godsill, SJ (1997) Bayesian model selection for time series using Markov chain Monte Carlo. In: The IEEE International Conference on Acoustics, Speech and Signal Processing: Vol 5; Statistical Signal and Array Processing (ICASSP 1997), 1997-4- to --, Munich, Germany pp. 3733-3736..

Godsill, SJ (1997) Robust modelling of noisy ARMA signals. In: The IEEE International Conference on Acoustics, Speech and Signal Processing: Vol 5; Statistical Signal and Array Processing (ICASSP 1997), 1997-4- to --, Munich, Germany pp. 3797-3800..

Godsill, SJ and Tan, CH (1997) Removal of low frequency transient noise from old recordings using model-based signal separation techniques. In: The IEEE ASSP Workshop on the Applications of Signal Processing to Audio and Acoustics, -- to --.

Godsill, SJ and Kokaram, AC (1996) Joint interpolation, motion and parameter estimation for image sequences with missing data. In: The 8th European Signal Processing Conference (EUSIPCO), 1996-9- to --, Trieste, Italy pp. 1-4..

Chan, DCB and Rayner, PJW and Godsill, SJ (1996) Multi-channel signal separation. In: The IEEE International Conference on Acoustics, speech, and Signal Processing (ICASSP '96), 1996-5- to --, Atlanta, GA, US pp. 649-652..

Godsill, SJ and Rayner, PJW (1996) Robust noise reduction for speech and audio signals. In: The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '96), 1996-5- to --, Atlanta, GA, US pp. 625-628..

Kokaram, AC and Godsill, SJ (1996) A system for reconstruction of missing data in image sequences using sampled 3D AR models and MRF motion priors. In: Computer Vision (ECCV'96): the 4th European Conference on Computer Vision, Cambridge, UK, 15-18 April 1996. Vol.2, 1996-4-15 to 1996-4-18, Cambridge, UK pp. 613-624..

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..

Chan, DCB and Rayner, PJW and Godsill, SJ (1995) Multi-channel blind signal separation by decorrelation. In: The IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics, 1995-10- to --, Mohonk, NY, US pp. 155-158..

Godsill, SJ and Rayner, PJW (1995) Robust noise modelling with application to audio restoration. In: The IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics, 1995-10- to --, Mohonk, NY, US pp. 143-146..

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 two-channel approach to the removal of impulsive noise from archived recordings. In: The International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1994-4- to --, Adelaide, Australia pp. 213-216..

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-domain interpolation of sampled signals. In: The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1993-4- to --, Minneapolis, MN, US pp. 209-212..

Godsill, SJ and Rayner, PJW (1993) The restoration of pitch variation defects in gramophone recordings. In: The IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 1993-10- to --, New Paltz, NY, US pp. 148-151..

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..

Rayner, PJW and Godsill, SJ (1981) The detection and correction of artefacts in degraded Gramophone recordings. In: IEEE/ASSP Workshop on The Applications of Signal Processing to Audio and Acoustics, 1981-10- to --, New Paltz, NY, USA pp. 151-152..

Monograph

Singh, SS and Whiteley, NP and Godsill, SJ (2009) An approximate likelihood method for estimating static parameters in multi-target tracking models. Technical Report. Cambridge University Engineering Department, Cambridge, UK.

Whiteley, NP and Singh, SS and Godsill, SJ (2008) Auxiliary particle implementation of the probability hypothesis density filter. Technical Report. Cambridge University Engineering Department, Cambridge, UK.

Whiteley, N and Singh, SS and Godsill, SJ (2008) Convergence of the auxiliary particle implementation of the PHD filter. Technical Report. Cambridge University Engineering Department, Cambridge, UK.

de Villiers, JP and Godsill, SJ and Singh, SS (2008) Monte Carlo approaches to nonlinear optimal control. Technical Report. Cambridge University Engineering Department, Cambridge, UK.

Fevotte, C and Godsill, SJ (2005) A Bayesian approach for blind separation of sparse sources. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Lombardi, MJ and Godsill, SJ (2004) On-line Bayesian estimation of AR signals in symmetric (alpha)-stable noise. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Davy, M and Godsill, SJ (2002) Audio information retrieval: a bibliographical study. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Wolfe, PJ and Godsill, SJ (2001) On Bayesian estimation of spectral components for broadband noise reduction in audio signals. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Vermaak, J and Andrieu, C and Doucet, A and Godsill, SJ (2000) Bayesian model selection of autoregressive processes. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Vermaak, J and Andrieu, C and Doucet, A and Godsill, SJ (2000) On-line Bayesian modelling and enhancement of speech signals. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Vermaak, J and Andrieu, C and Doucet, A and Godsill, SJ (1999) Non-stationary Bayesian modelling and enhancement of speech signals. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Vermaak, J and Niranjan, M and Godsill, SJ (1998) Comparing solution methodologies for speech enhancement within a Bayesian framework. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Vermaak, J and Niranjan, M and Godsill, SJ (1998) Markov chain Monte Carlo estimation for the seasonal autoregressive process with application to pitch modelling. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Vermaak, J and Niranjan, M and Godsill, SJ (1998) An improved speech production model for voiced speech utilising seasonal AR-AR model and Markov chain Monte Carlo simulation. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Andrieu, C and Doucet, A and Godsill, SJ and Fitzgerald, WJ (1998) An introduction to the theory and applications of simulation based computational methods in Bayesian signal processing. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Godsill, SJ (1997) On the relationship between MCMC model uncertainty methods. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Troughton, PT and Godsill, SJ (1997) A reversible jump sampler for autoregressive time series, employing full conditionals to achieve efficient model space moves. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Chan, DCB and Rayner, PJW and Godsill, SJ (1996) Multi-channel multi-tap signal separation by output decorrelation. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Godsill, SJ and Rayner, PJW (1995) Robust reconstruction and analysis of autoregressive signals in impulsive noise signals using Gibbs sampler. Technical Report. University of Cambridge: Department of Engineering, Cambridge, UK.

Patent

UNSPECIFIED Digital signal processing. doi:.

UNSPECIFIED Method of extracting a signal. doi:.

Thesis

Godsill, SJ (1993) The restoration of degraded audio signals. PhD thesis, UNSPECIFIED.

This list was generated on Sat Oct 25 07:22:09 2014 BST.