Selected Publications (For the complete list, see below or click here)

Tensor Factorizations

Yilmaz, K. Y.; Cemgil, A. T. & Simsekli, U. Generalized Coupled Tensor Factorization, NIPS, 2011 (pdf)
Yilmaz, K. & Cemgil, A. T., Probabilistic Latent Tensor factorisation, Proc. of International Conference on Latent Variable analysis and Signal Separation, 2010, 6365, 346-353
Cemgil, A. T.; Simsekli, U. & Subakan, Y. C. Probabilistic Latent Tensor Factorization Framework for Audio Modeling, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA ’11, 2011 (pdf)
Cemgil, A. T., Bayesian Inference in Non-negative Matrix Factorisation Models, Computational Intelligence and Neuroscience, 2009
Fevotte, C. & Cemgil, A. T. Nonnegative matrix factorisations as probabilistic inference in composite models, Proc. 17th European Signal Processing Conference (EUSIPCO’09), 2009 (pdf)

Bayesian methodology, Time Series

Barber, D.; Cemgil, A. T. & Chiappa, S. (Editors) Bayesian Time Series Models, Cambridge University Press, 2011
Ulker, Y.; Gunsel, B. & Cemgil, A. T. Annealed SMC Samplers for Nonparametric Bayesian Mixture Models, IEEE Signal Processing Letters., 2011, 18, 3-6 (pdf)
Earlier AISTATS version: Ulker, Y.; Gunsel, B. & Cemgil, A. T. Sequential Monte Carlo Samplers for Dirichlet Process Mixtures AISTATS’10, 2010 (pdf)
Barber, D. & Cemgil, A. T. Graphical Models for Time Series, IEEE Signal Processing Magazine, Special issue on graphical models, 2010, 27, 18-28

Audio, Music and Speech Processing

Simsekli, U.; Sonmez, O.; Kurt, B. & Cemgil, A. T. Combined Perception and Control for Timing in Robotic Music Performances, EURASIP Journal on Audio, Speech, and Music Processing, 2011
Cemgil, A. T.; Godsill, S. J.; Peeling, P. H. & Whiteley, N. The Oxford Handbook of Applied Bayesian Analysis, Bayesian Statistical Methods for Audio and Music Processing, Oxford University Press, 2010 (pdf)
Dikmen, O. & Cemgil, A. T., Gamma Markov Random Fields for Audio Source Modelling, IEEE Transactions on Audio, Speech, and Language Processing, 2010, 18, 589-601
Whiteley, N.; Cemgil, A. T. & Godsill, S. J. Bayesian Modelling of Temporal Structure in Musical Audio Proceedings of International Conference on Music Information Retrieval, 2006 (pdf)
Cemgil, A. T.; Kappen, H. J. & Barber, D. A generative model for music transcription, IEEE Transactions on Audio, Speech, and Language Processing, 2006, 14, 679-694 (pdf)
Cemgil, A. T. & Kappen, H. J. Monte Carlo Methods for Tempo Tracking and Rhythm Quantization, Journal of Artificial Intelligence Research, 2003, 18, 45-81 (pdf)

Complete List of Publications

Book

D. Barber, A. T. Cemgil and S. Chiappa, Bayesian Time Series Models. Cambridge University Press, 2011. ISBN 9780521196765.
[BibTeX] [URL]


@book{btsbook,

  author = {Barber, D. and Cemgil, A. T. and Chiappa, S.},

  title = {Bayesian Time Series Models},

  publisher = {Cambridge University Press},

  year = {2011},

  note = {ISBN 9780521196765},

  url = {http://www.cambridge.org/tr/knowledge/isbn/item6216996/?site_locale=tr_TR}

}

D. Barber, A. T. Cemgil and S. Chiappa, “Bayesian Time Series Models,” 2011.
[BibTeX] [URL]


@inbook{btsbook-intro,

  author = {Barber, D. and Cemgil, A. T. and Chiappa, S.},

  title = {Bayesian Time Series Models},

  publisher = {Cambridge University Press},

  year = {2011},

  url = {http://www.cambridge.org/gb/knowledge/isbn/item6216996/Bayesian-Time-Series-Models/?site_locale=en_GB Bayesian}

}

A. T. Cemgil, S. J. Godsill, P. H. Peeling and N. Whiteley, “The Oxford Handbook of Applied Bayesian Analysis,” April 2010.
[BibTeX]


@inbook{haba-chapter,

  author = {A. T. Cemgil and S. J. Godsill and P. H. Peeling and N. Whiteley},

  title = {The Oxford Handbook of Applied Bayesian Analysis},

  publisher = {Oxford University Press},

  year = {2010},

  number = {ISBN13: 978-0-19-954890-3}

}

Journal Papers

Y. K. Yilmaz and A. T. Cemgil, “Algorithms for Probabilistic Latent Tensor Factorization,” Signal Processing, 2011.
[BibTeX] [URL]


@article{yilmaz-pltf-sp2011,

  author = {Yilmaz, Y. K. and Cemgil, A. T.},

  title = {Algorithms for Probabilistic Latent Tensor Factorization},

  journal = {Signal Processing},

  year = {2011},

  url = {http://www.sciencedirect.com/science/article/pii/S0165168411003537},

  doi = {http://dx.doi.org/10.1016/j.sigpro.2011.09.033}

}

J. K. Nielsen, M. G. Christensen, A. T. Cemgil, S. J. Godsill and S. J. Jensen, “Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model,” Audio, Speech, and Language Processing, IEEE Transactions on, vol. 19, no. 7, pp. 1986-1998, sept. 2011.
[BibTeX] [URL]


@article{nielsen-tsalp2011,

  author = {Nielsen, J. K. and Christensen, M. G. and Cemgil, A. T. and Godsill, S. J. and Jensen, S. J.},

  title = {Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model},

  journal = {Audio, Speech, and Language Processing, IEEE Transactions on},

  year = {2011},

  volume = {19},

  number = {7},

  pages = {1986-1998},

  url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5701660&tag=1},

  doi = {http://dx.doi.org/10.1109/TASL.2011.2108285}

}

U. Simsekli, O. Sonmez, B. Kurt and A. T. Cemgil, “Combined Perception and Control for Timing in Robotic Music Performances,,” EURASIP Journal on Audio, Speech, and Music Processing, 2011. (in print).
[BibTeX]


@article{simsekli-robot2011,

  author = {Simsekli, U. and Sonmez, O. and Kurt, B. and Cemgil, A. T.},

  title = {Combined Perception and Control for Timing in Robotic Music Performances,},

  journal = {EURASIP Journal on Audio, Speech, and Music Processing},

  year = {2011},

  note = {(in print)}

}

U. Simsekli and A. T. Cemgil, “Probabilistic Models for Real-Time Acoustic Event Detection with Application to Pitch Tracking,” Journal of New Music Research, vol. 40, no. 2, pp. 175-185, 2011.
[BibTeX] (PDF)


@article{umut-jnmr2011,

  author = {Simsekli, U. and Cemgil, A. T.},

  title = {Probabilistic Models for Real-Time Acoustic Event Detection with Application to Pitch Tracking},

  journal = {Journal of New Music Research},

  year = {2011},

  volume = {40},

  number = {2},

  pages = {175-185},

  pdf = {papers/simsekli-cemgil-jnmr2011.pdf},

  doi = {http://dx.doi.org/10.1080/09298215.2011.573561}

}

Y. Ulker, B. Gunsel and A. T. Cemgil, “Annealed SMC Samplers for Nonparametric Bayesian Mixture Models,” IEEE Signal Processing Letters., vol. 18, pp. 3-6, 2011.
[BibTeX] [URL]


@article{ulker2010spl,

  author = {Ulker, Y. and Gunsel, B. and Cemgil, A. T.},

  title = {Annealed SMC Samplers for Nonparametric Bayesian Mixture Models},

  journal = {IEEE Signal Processing Letters.},

  year = {2011},

  volume = {18},

  pages = {3-6},

  url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5560737},

  doi = {http://dx.doi.org/10.1109/LSP.2010.2072919}

}

U. Simsekli, A. Jylha, C. Erkut and A. T. Cemgil, “Real-Time Recognition of Percussive Sounds by a Model-Based Method,” EURASIP Journal on Advances in Signal Processing, 2011.
[BibTeX] (PDF) [URL]


@article{Simsekli2011,

  author = {Simsekli, U. and Jylha, A. and Erkut, C. and Cemgil, A. T.},

  title = {Real-Time Recognition of Percussive Sounds by a Model-Based Method},

  journal = {EURASIP Journal on Advances in Signal Processing},

  year = {2011},

  url = {http://www.hindawi.com/journals/asp/2011/291860.cta.html},

  pdf = {papers/simsekli-jylha-erkut-cemgil2011.pdf},

  doi = {http://dx.doi.org/10.1155/2011/291860}

}

D. Barber and A. T. Cemgil, “Graphical Models for Time Series,” IEEE Signal Processing Magazine, Special issue on graphical models, vol. 27, no. 6, pp. 18-28, October 2010.
[BibTeX] [URL]


@article{Barber2010,

  author = {Barber, D and Cemgil, A. T.},

  title = {Graphical Models for Time Series},

  journal = {IEEE Signal Processing Magazine, Special issue on graphical models},

  year = {2010},

  volume = {27},

  number = {6},

  pages = {18-28},

  url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5563116},

  doi = {http://dx.doi.org/10.1109/MSP.2010.938028}

}

S. Yildirim, A. T. Cemgil, M. Aktar, Y. Ozakin and A. B. Ertuzun, “A Bayesian Deconvolution Approach for Receiver Function Analysis,” IEEE Trans. Geosicence and Remote Sensing, vol. 48, no. 12, pp. 4151 - 4163, 2010.
[BibTeX] [URL]


@article{Yildirim2010,

  author = {Yildirim, S. and Cemgil, A. T. and Aktar, M. and Ozakin, Y. and Ertuzun, A. B.},

  title = {A Bayesian Deconvolution Approach for Receiver Function Analysis},

  journal = {IEEE Trans. Geosicence and Remote Sensing},

  year = {2010},

  volume = {48},

  number = {12},

  pages = {4151 - 4163},

  url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5504200},

  doi = {http://dx.doi.org/10.1109/TGRS.2010.2050327}

}

O. Dikmen and A. T. Cemgil, “Gamma Markov Random Fields for Audio Source Modelling,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 18, no. 3, pp. 589-601, March 2010.
[BibTeX] (PDF)


@article{dikmen10-tsalp,

  author = {Dikmen, O. and Cemgil, A. T.},

  title = {Gamma Markov Random Fields for Audio Source Modelling},

  journal = {IEEE Transactions on Audio, Speech, and Language Processing},

  year = {2010},

  volume = {18},

  number = {3},

  pages = {589-601},

  pdf = {papers/dikmen-cemgil-tsalp2010.pdf},

  doi = {http://dx.doi.org/10.1109/TASL.2009.2031778}

}

P. H. Peeling, A. T. Cemgil and S. J. Godsill, “Generative Spectrogram Factorization Models for Polyphonic Piano Transcription,” IEEE Transactions on Audio, Speech and Language Processing, vol. 18, no. 3, pp. 519-527, March 2010.
[BibTeX] (PDF)


@article{Peeling2010,

  author = {P. H. Peeling and A. T. Cemgil and S. J. Godsill},

  title = {Generative Spectrogram Factorization Models for Polyphonic Piano Transcription},

  journal = {IEEE Transactions on Audio, Speech and Language Processing},

  year = {2010},

  volume = {18},

  number = {3},

  pages = {519-527},

  pdf = {papers/peeling-cemgil-godsill-tsalp2010.pdf}

}

A. T. Cemgil, “Bayesian Inference in Non-negative Matrix Factorisation Models,” Computational Intelligence and Neuroscience, no. Article ID 785152, 2009.
[BibTeX] (PDF) [URL]


@article{cemgil09-nmf,

  author = {Cemgil, A. T.},

  title = {Bayesian Inference in Non-negative Matrix Factorisation Models},

  journal = {Computational Intelligence and Neuroscience},

  year = {2009},

  number = {Article ID 785152},

  url = {http://www.cmpe.boun.edu.tr/~cemgil/bnmf/},

  pdf = {papers/cemgil-cin2009.pdf},

  doi = {http://dx.doi.org/10.1155/2009/785152}

}

J. H. P. Broeke, H. Ge, I. M. Dijkstra, A. T. Cemgil, J. A. Riedl, L. N. Cornelisse, R. F. Toonen, M. Verhage and W. J. Fitzgerald, “Automated quantification of cellular traffic in living cells,” Journal of Neuroscience Methods, vol. 178, no. 2, pp. 378 - 384, 2009.
[BibTeX] [URL]


@article{Broeke2009,

  author = {Broeke, J. H. P. and Ge, H. and Dijkstra, I. M. and Cemgil, A. T. and Riedl, J. A. and Cornelisse, L. N. and Toonen, R. F. and Verhage, M. and Fitzgerald, W. J.},

  title = {Automated quantification of cellular traffic in living cells},

  journal = {Journal of Neuroscience Methods},

  year = {2009},

  volume = {178},

  number = {2},

  pages = {378 - 384},

  url = {http://www.sciencedirect.com/science/article/B6T04-4V75YMM-1/2/9f55f031bb1b0003e0d066f791548978},

  doi = {DOI: 10.1016/j.jneumeth.2008.12.018}

}

Z. Zivkovic, A. T. Cemgil and B. J. A. Kröse, “Approximate Bayesian methods for kernel-based object tracking,” Computer Vision and Image Understanding, vol. 113, no. 6, pp. 743-749, June 2009.
[BibTeX] (PDF) [URL]


@article{Zivkovic2009,

  author = {Zivkovic, Z. and Cemgil, A. T. and Kröse, B. J. A.},

  title = {Approximate Bayesian methods for kernel-based object tracking},

  journal = {Computer Vision and Image Understanding},

  year = {2009},

  volume = {113},

  number = {6},

  pages = {743-749},

  url = {http://dx.doi.org/10.1016/j.cviu.2008.12.008},

  pdf = {papers/zivkovic-cemgil-krose-YCVIU_1512-original.pdf},

  doi = {http://dx.doi.org/10.1016/j.cviu.2008.12.008}

}

A. T. Cemgil, C. Fevotte and S. J. Godsill, “Variational and Stochastic Inference for Bayesian Source Separation,” Digital Signal Processing, vol. 17, no. 5, pp. 891-913, 2007. Special Issue on Bayesian Source Separation.
[BibTeX] (PDF)


@article{cemgil:bss06,

  author = {Cemgil, A. T. and Fevotte, C. and Godsill, S. J.},

  title = {Variational and Stochastic Inference for Bayesian Source Separation},

  journal = {Digital Signal Processing},

  year = {2007},

  volume = {17},

  number = {5},

  pages = {891-913},

  note = {Special Issue on Bayesian Source Separation},

  pdf = {papers/cemgil-fevotte-godsill-dsp-bss.pdf}

}

A. T. Cemgil, H. J. Kappen and D. Barber, “A generative model for music transcription,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, no. 2, pp. 679-694, 2006.
[BibTeX] (PDF)


@article{Cemgil2006a,

  author = {Cemgil, A. T. and Kappen, H. J. and Barber, D.},

  title = {A generative model for music transcription},

  journal = {IEEE Transactions on Audio, Speech, and Language Processing},

  year = {2006},

  volume = {14},

  number = {2},

  pages = {679--694},

  pdf = {papers/cemgil-pianoroll-submit.pdf},

  doi = {http://dx.doi.org/10.1109/TSA.2005.852985}

}

A. T. Cemgil and H. J. Kappen, “Monte Carlo Methods for Tempo Tracking and Rhythm Quantization,” Journal of Artificial Intelligence Research, vol. 18, pp. 45-81, 2003.
[BibTeX] (PDF)


@article{Cemgil2003,

  author = {A. T. Cemgil and H. J. Kappen},

  title = {Monte Carlo Methods for Tempo Tracking and Rhythm Quantization},

  journal = {Journal of Artificial Intelligence Research},

  year = {2003},

  volume = {18},

  pages = {45-81},

  pdf = {papers/cemgil03a.pdf}

}

A. T. Cemgil, H. J. Kappen, P. Desain and H. Honing, “On Tempo Tracking: Tempogram Representation and Kalman Filtering,” Journal of New Music Research, vol. 28:4, pp. 259-273, 2001.
[BibTeX] (PDF)


@article{Cemgil2001a,

  author = {A. T. Cemgil and H. J. Kappen and P. Desain and H. Honing},

  title = {On Tempo Tracking: Tempogram Representation and Kalman Filtering},

  journal = {Journal of New Music Research},

  year = {2001},

  volume = {28:4},

  pages = {259-273},

  pdf = {papers/cemgil-tt.pdf}

}

T. Sülün, A. T. Cemgil, J. M. P. Duc, P. Rammelsberg and L. Jäger, “Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers,” Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology, vol. 92, pp. 98-107, 2001.
[BibTeX]


@article{Sulun2001,

  author = {Sülün, T. and Cemgil, A. T. and Duc, J. M. P. and Rammelsberg, P. and Jäger, L.},

  title = {Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers},

  journal = {Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology},

  year = {2001},

  volume = {92},

  pages = {98-107}

}

A. T. Cemgil, P. Desain and H. J. Kappen, “Rhythm Quantization for Transcription,” Computer Music Journal, vol. 24:2, pp. 60-76, 2000.
[BibTeX] (PDF)


@article{Cemgil2000a,

  author = {A. T. Cemgil and P. Desain and H. J. Kappen},

  title = {Rhythm Quantization for Transcription},

  journal = {Computer Music Journal},

  year = {2000},

  volume = {24:2},

  pages = {60-76},

  pdf = {papers/quantization.ps}

}

Refereed Conference Papers

U. Simsekli, A. T. Cemgil and Yilmaz, Y. K., “Score Guided Audio Restoration via Generalised Coupled Tensor Factorisation,” in ICASSP, 2012. Accepted.
[BibTeX]


@inproceedings{Simsekli2012,

  author = {Simsekli, U. and Cemgil, A. T. and Yilmaz, Y. K.,},

  title = {Score Guided Audio Restoration via Generalised Coupled Tensor Factorisation},

  booktitle = {ICASSP},

  year = {2012},

  note = {Accepted}

}

K. Y. Yilmaz, A. T. Cemgil and U. Simsekli, “Generalized Coupled Tensor Factorization,” in NIPS, 2011.
[BibTeX]


@inproceedings{Yilmaz2011,

  author = {Yilmaz, K. Y. and Cemgil, A. T. and Simsekli, U},

  title = {Generalized Coupled Tensor Factorization},

  booktitle = {NIPS},

  year = {2011}

}

D. Basaran, A. T. Cemgil and E. Anarım, “Model Based Multiple Audio Sequence Alignment,” in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA '11, pp. 13-16, 2011.
[BibTeX] (PDF)


@inproceedings{basaran_waspaa2011,

  author = {Basaran, D. and Cemgil, A. T. and Anarım, E.},

  title = {Model Based Multiple Audio Sequence Alignment},

  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA '11},

  year = {2011},

  pages = {13-16},

  pdf = {papers/basaran-cemgil-anarim-waspaa2011.pdf},

  doi = {http://dx.doi.org/10.1109/ASPAA.2011.6082268}

}

A. T. Cemgil, U. Simsekli and Y. C. Subakan, “Probabilistic Latent Tensor Factorization Framework for Audio Modeling,” in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA '11, pp. 137-140, 2011.
[BibTeX] (PDF)


@inproceedings{waspaa_pltf,

  author = {Cemgil, A. T. and Simsekli, U. and Subakan, Y. C.},

  title = {Probabilistic Latent Tensor Factorization Framework for Audio Modeling},

  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA '11},

  year = {2011},

  pages = {137-140},

  pdf = {papers/cemgil-simsekli-subakan-waspaa2011.pdf}

}

C. Demir, A. T. Cemgil and M. Saraclar, “Semi-supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition,” in INTERSPEECH, 2011.
[BibTeX]


@inproceedings{demir_interspeech2011,

  author = {Demir, C. and Cemgil, A. T and Saraclar, M.},

  title = {Semi-supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition},

  booktitle = {INTERSPEECH},

  year = {2011}

}

C. Demir, A. T. Cemgil and M. Saraclar, “Catalog-Based Single-Channel Speech-Music Separation for Automatic Speech Recognition,” in Proc. 19th European Signal Processing Conference, EUSIPCO'11, 2011.
[BibTeX]


@inproceedings{demir-eusipco-2011,

  author = {Demir, C. and Cemgil, A. T and Saraclar, M.},

  title = {Catalog-Based Single-Channel Speech-Music Separation for Automatic Speech Recognition},

  booktitle = {Proc. 19th European Signal Processing Conference, EUSIPCO'11},

  year = {2011}

}

C. Fevotte, O. Cappe and A. T. Cemgil, “Efficient Markov chain Monte Carlo inference in composite models with space alternating data augmentation,” in Proc. IEEE Workshop on Statistical Signal Processing (SSP), June 2011.
[BibTeX] [URL]


@inproceedings{ssp11,

  author = {Fevotte, C. and Cappe, O. and Cemgil, A. T.},

  title = {Efficient Markov chain Monte Carlo inference in composite models with space alternating data augmentation},

  booktitle = {Proc.~IEEE Workshop on Statistical Signal Processing (SSP)},

  year = {2011},

  url = {http://perso.telecom-paristech.fr/~fevotte/Proceedings/ssp11.pdf}

}

C. Demir, Cemgil, A. T. and M. Saraclar, “Catalog-Based Single-Channel Speech-Music Separation,” in INTERSPEECH, 2010.
[BibTeX]


@inproceedings{Demir2010,

  author = {Demir, C. and Cemgil, A. T., and Saraclar, M.},

  title = {Catalog-Based Single-Channel Speech-Music Separation},

  booktitle = {INTERSPEECH},

  year = {2010}

}

K. Yilmaz and A. T. Cemgil, “Probabilistic Latent Tensor factorisation,” in Proc. of International Conference on Latent Variable analysis and Signal Separation, vol. 6365, pp. 346-353, 2010.
[BibTeX]


@inproceedings{Yilmaz2010,

  author = {Yilmaz, K. and Cemgil, A. T.},

  title = {Probabilistic Latent Tensor factorisation},

  booktitle = {Proc. of International Conference on Latent Variable analysis and Signal Separation},

  year = {2010},

  volume = {6365},

  pages = {346-353}

}

J. K. Nielsen, M. G. Christensen, A. T. Cemgil, S. J. Godsill and S. H. Jensen, “Bayesian Interpolation in a Dynamic Sinusoidal Model with Application to Packet-loss Concealment,” in EUSIPCO 2010, 2010.
[BibTeX]


@inproceedings{Kjaer2010,

  author = {Nielsen, J. K. and Christensen, M. G. and Cemgil, A. T. and Godsill, S. J. and Jensen, S. H.},

  title = {Bayesian Interpolation in a Dynamic Sinusoidal Model with Application to Packet-loss Concealment},

  booktitle = {EUSIPCO 2010},

  year = {2010}

}

S. Kirbiz, A. T. Cemgil and B. Gunsel, “Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models,” in ICPR'10, August 2010.
[BibTeX]


@inproceedings{kirbiz2010,

  author = {Kirbiz, S. and Cemgil, A. T. and Gunsel, B.},

  title = {Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models},

  booktitle = {ICPR'10},

  year = {2010}

}

Y. Ulker, B. Gunsel and A. T. Cemgil, “Annealed SMC Samplers for Dirichlet Process Mixture Models,” in ICPR'10, August 2010.
[BibTeX]


@inproceedings{ulker2010b,

  author = {Ulker, Y. and Gunsel, B. and Cemgil, A. T.},

  title = {Annealed SMC Samplers for Dirichlet Process Mixture Models},

  booktitle = {ICPR'10},

  year = {2010}

}

U. Simsekli and A. T. Cemgil, “A Comparison of Probabilistic Models for online pitch tracking,” in Proc. of 7th Sound and Music Computing Conference, 2010.
[BibTeX]


@inproceedings{simsekli10,

  author = {Simsekli, U. and Cemgil, A. T.},

  title = {A Comparison of Probabilistic Models for online pitch tracking},

  booktitle = {Proc. of 7th Sound and Music Computing Conference},

  year = {2010}

}

Y. Ulker, B. Gunsel and A. T. Cemgil, “Sequential Monte Carlo Samplers for Dirichlet Process Mixtures,” in AISTATS'10, 2010.
[BibTeX]


@inproceedings{Ulker2010,

  author = {Ulker, Y. and Gunsel, B. and Cemgil, A. T.},

  title = {Sequential Monte Carlo Samplers for Dirichlet Process Mixtures},

  booktitle = {AISTATS'10},

  year = {2010}

}

O. Dikmen and A. T. Cemgil, “Unsupervised single-channel source separation using bayesian NMF,” in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA '09, pp. 93-96, 2009.
[BibTeX] (PDF)


@inproceedings{Dikmen2009,

  author = {Dikmen, O. and Cemgil, A. T.},

  title = {Unsupervised single-channel source separation using bayesian NMF},

  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics WASPAA '09},

  year = {2009},

  pages = {93--96},

  pdf = {papers/dikmen-cemgil-waspaa09.pdf},

  doi = {http://dx.doi.org/10.1109/ASPAA.2009.5346508}

}

C. Fevotte and A. T. Cemgil, “Nonnegative matrix factorisations as probabilistic inference in composite models,” in Proc. 17th European Signal Processing Conference (EUSIPCO'09), 2009.
[BibTeX] (PDF)


@inproceedings{cedric-eusipco2009,

  author = {Fevotte, C. and Cemgil, A. T.},

  title = {Nonnegative matrix factorisations as probabilistic inference in composite models},

  booktitle = {Proc. 17th European Signal Processing Conference (EUSIPCO'09)},

  year = {2009},

  pdf = {papers/fevotte-cemgil-eusipco09.pdf}

}

T. O. Virtanen and A. T. Cemgil, “Mixtures of Gamma Priors for Non-Negative Matrix Factorization Based Speech Separation,” in ICA 2009, 7th International Conference on Independent Component Analysis and Signal Separation, vol. 5441, pp. 646-653 , 2009.
[BibTeX] (PDF)


@inproceedings{tuomas-ica2009,

  author = {Virtanen, T. O. and Cemgil, A. T.},

  title = {Mixtures of Gamma Priors for Non-Negative Matrix Factorization Based Speech Separation},

  booktitle = {ICA 2009, 7th International Conference on Independent Component Analysis and Signal Separation},

  year = {2009},

  volume = {5441},

  pages = {646-653 },

  pdf = {papers/virtanen-cemgil-ica2009.pdf}

}

O. Dikmen, A. T. Cemgil and L. Akarun, “Gamma Markov Random fields for audio source modelling,” in Proc. IEEE 17th Signal Processing and Communications Applications Conference SIU 2009, pp. 369-372, 2009.
[BibTeX]


@inproceedings{Dikmen2009a,

  author = {Dikmen, O. and Cemgil, A. T. and Akarun, L.},

  title = {Gamma Markov Random fields for audio source modelling},

  booktitle = {Proc. IEEE 17th Signal Processing and Communications Applications Conference SIU 2009},

  year = {2009},

  pages = {369--372},

  doi = {http://dx.doi.org/10.1109/SIU.2009.5136409}

}

S. Yildirim, A. T. Cemgil and A. B. Ertuzun, “A hybrid method for deconvolution of Bernoulli-Gaussian processes,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2009, pp. 3417-3420, 2009.
[BibTeX] (PDF)


@inproceedings{Yildirim2009,

  author = {Yildirim, S. and Cemgil, A. T. and Ertuzun, A. B.},

  title = {A hybrid method for deconvolution of Bernoulli-Gaussian processes},

  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2009},

  year = {2009},

  pages = {3417--3420},

  pdf = {papers/yildirim-cemgil-ertuzun-icassp09.pdf},

  doi = {http://dx.doi.org/10.1109/ICASSP.2009.4960359}

}

A. T. Cemgil and O. Dikmen, “Inference and learning in gamma chains for Bayesian audio processing,” in Proceedings of Acoustics'08, pp. 4055-4060, July 2008.
[BibTeX]


@inproceedings{cemgil:acoustics08,

  author = {Cemgil, A. T. and Dikmen, O.},

  title = {Inference and learning in gamma chains for Bayesian audio processing},

  booktitle = {Proceedings of Acoustics'08},

  year = {2008},

  pages = {4055-4060}

}

T. Virtanen, A. T. Cemgil and S. Godsill, “Bayesian extensions to non-negative matrix factorisation for audio signal modelling,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2008, pp. 1825-1828, 2008.
[BibTeX] (PDF)


@inproceedings{Virtanen2008,

  author = {Virtanen, T. and Cemgil, A. T. and Godsill, S. },

  title = {Bayesian extensions to non-negative matrix factorisation for audio signal modelling},

  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2008},

  year = {2008},

  pages = {1825--1828},

  pdf = {papers/virtanen-cemgil-godsill-icassp08.pdf},

  doi = {http://dx.doi.org/10.1109/ICASSP.2008.4517987}

}

P. Peeling, A. T. Cemgil and S. Godsill, “Bayesian hierarchical models and inference for musical audio processing,” in Proc. 3rd International Symposium on Wireless Pervasive Computing ISWPC 2008, pp. 278-282, 2008.
[BibTeX] (PDF)


@inproceedings{Peeling2008,

  author = {Peeling, P. and Cemgil, A. T. and Godsill, S. },

  title = {Bayesian hierarchical models and inference for musical audio processing},

  booktitle = {Proc. 3rd International Symposium on Wireless Pervasive Computing ISWPC 2008},

  year = {2008},

  pages = {278--282},

  pdf = {papers/iswpc01086.pdf},

  doi = {http://dx.doi.org/10.1109/ISWPC.2008.4556214}

}

A. T. Cemgil, P. Peeling, O. Dikmen and S. J. Godsill, “Prior Structures for Time-Frequency Energy Distributions,” in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, pp. 151-154, 2007.
[BibTeX] (PDF)


@inproceedings{cemgil-waspaa07,

  author = {Cemgil, A. T. and Peeling, P. and Dikmen, O. and Godsill, S. J.},

  title = {Prior Structures for Time-Frequency Energy Distributions},

  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics},

  year = {2007},

  pages = {151--154},

  pdf = {papers/cemgil-peeling-dikmen-godsill-waspaa07.pdf},

  doi = {http://dx.doi.org/10.1109/ASPAA.2007.4393007}

}

D. Clark, A. T. Cemgil, P. Peeling and S. Godsill, “Multi-Object Tracking of Sinusoidal Components in Audio with the Gaussian Mixture Probability Hypothesis Density Filter,” in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, pp. 339-342, 2007.
[BibTeX] (PDF)


@inproceedings{clark-waspaa07,

  author = {Clark, D. and Cemgil, A. T. and Peeling, P. and Godsill, S.},

  title = {Multi-Object Tracking of Sinusoidal Components in Audio with the Gaussian Mixture Probability Hypothesis Density Filter},

  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics},

  year = {2007},

  pages = {339--342},

  pdf = {clark-cemgil-peeling-godsill-waspaa07.pdf},

  doi = {http://dx.doi.org/10.1109/ASPAA.2007.4393009}

}

A. T. Cemgil and O. Dikmen, “Conjugate Gamma Markov random fields for modelling nonstationary sources,” in ICA 2007, 7th International Conference on Independent Component Analysis and Signal Separation, September 2007.
[BibTeX] (PDF)


@inproceedings{cemgil-ica07,

  author = {Cemgil, A. T. and Dikmen, O.},

  title = {Conjugate Gamma Markov random fields for modelling nonstationary sources},

  booktitle = {ICA 2007, 7th International Conference on Independent Component Analysis and Signal Separation},

  year = {2007},

  pdf = {papers/cemgil-dikmen-ica07.pdf}

}

D. Excell, A. T. Cemgil and W. J. Fitzgerald, “Generative Model for Human Motion Recognition,” in Proc. 5th International Symposium on Image and Signal Processing and Analysis ISPA 2007, pp. 423-428, 2007.
[BibTeX] (PDF)


@inproceedings{Excell2007a,

  author = {Excell, D. and Cemgil, A. T. and Fitzgerald, W. J. },

  title = {Generative Model for Human Motion Recognition},

  booktitle = {Proc. 5th International Symposium on Image and Signal Processing and Analysis ISPA 2007},

  year = {2007},

  pages = {423--428},

  pdf = {papers/excell-cemgil-fitzgerald-ispa07.pdf},

  doi = {http://dx.doi.org/10.1109/ISPA.2007.4383731}

}

P. Peeling, A. T. Cemgil and S. J. Godsill, “A Probabilistic Framework for Matching Music Representations,” in Proceedings of International Conference on Music Information Retrieval, 2007.
[BibTeX]


@inproceedings{Peeling2007,

  author = {Peeling, P. and Cemgil, A. T. and Godsill, S. J.},

  title = {A Probabilistic Framework for Matching Music Representations},

  booktitle = {Proceedings of International Conference on Music Information Retrieval},

  year = {2007}

}

A. T. Cemgil, “Strategies for Sequential Inference in Factorial Switching State Space Models,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2007, vol. 2, pp. II-513-II-516, 2007.
[BibTeX] (PDF)


@inproceedings{Cemgil2007a,

  author = {Cemgil, A. T. },

  title = {Strategies for Sequential Inference in Factorial Switching State Space Models},

  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2007},

  year = {2007},

  volume = {2},

  pages = {II-513--II-516},

  pdf = {papers/cemgil-icassp07.pdf},

  doi = {http://dx.doi.org/10.1109/ICASSP.2007.366285}

}

S. Godsill, A. Cemgil, C. Fevotte and P. Wolfe, “Bayesian computational methods for sparse audio and music processing,” in 15th European Signal Processing Conference, 2007.
[BibTeX] (PDF)


@inproceedings{godsill-eusipco07,

  author = {S.J. Godsill and A.T. Cemgil and C. Fevotte and P.J. Wolfe},

  title = {Bayesian computational methods for sparse audio and music processing},

  booktitle = {15th European Signal Processing Conference},

  year = {2007},

  pdf = {papers/godsill-cemgil-fevotte-wolfe-eusipco07.pdf}

}

N. Whiteley, A. T. Cemgil and S. Godsill, “Sequential Inference of Rhythmic Structure in Musical Audio,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2007, vol. 4, pp. IV-1321-IV-1324, 2007.
[BibTeX] (PDF)


@inproceedings{Whiteley2007a,

  author = {Whiteley, N. and Cemgil, A. T. and Godsill, S. },

  title = {Sequential Inference of Rhythmic Structure in Musical Audio},

  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2007},

  year = {2007},

  volume = {4},

  pages = {IV-1321--IV-1324},

  pdf = {papers/whiteley-cemgil-godsill-icassp07.pdf},

  doi = {http://dx.doi.org/10.1109/ICASSP.2007.367321}

}

T. van Kasteren, B. Krose and A. T. Cemgil, “Realtime Simultaneous Tempo Tracking and Rhythm Quantization in Music,” in Proceedings of Belgian-Dutch Conference on Artificial Intelligence (BNAIC), October 2007.
[BibTeX]


@inproceedings{Kasteren2007,

  author = {van Kasteren, T. and Krose, B. and Cemgil, A. T.},

  title = {Realtime Simultaneous Tempo Tracking and Rhythm Quantization in Music},

  booktitle = {Proceedings of Belgian-Dutch Conference on Artificial Intelligence (BNAIC)},

  year = {2007}

}

N. Whiteley, A. T. Cemgil and S. J. Godsill, “Bayesian Modelling of Temporal Structure in Musical Audio,” in Proceedings of International Conference on Music Information Retrieval, 2006.
[BibTeX] (PDF)


@inproceedings{Whiteley2006,

  author = {Whiteley, N. and Cemgil, A. T. and Godsill, S. J.},

  title = {Bayesian Modelling of Temporal Structure in Musical Audio},

  booktitle = {Proceedings of International Conference on Music Information Retrieval},

  year = {2006},

  pdf = {papers/whiteley-cemgil-godsill-ismir06.pdf}

}

A. T. Cemgil, “Sequential Inference for Factorial Changepoint Models,” in Proc. IEEE Nonlinear Statistical Signal Processing Workshop, pp. 203-206, 2006.
[BibTeX]


@inproceedings{cemgil:nsspw,

  author = {Cemgil, A. Taylan},

  title = {Sequential Inference for Factorial Changepoint Models},

  booktitle = {Proc. IEEE Nonlinear Statistical Signal Processing Workshop},

  year = {2006},

  pages = {203--206},

  doi = {http://dx.doi.org/10.1109/NSSPW.2006.4378855}

}

W. Zajdel, A. Cemgil and B. Kröse, “Smart Sensing and Context,” pp. 240-243, 2006. Won the best poster award in EuroSSC 2006.
[BibTeX]


@inbook{Zajdel2006,

  author = { W. Zajdel and A.T. Cemgil and B.J.A. Kröse},

  title = {Smart Sensing and Context},

  publisher = {Springer},

  year = {2006},

  pages = {240-243},

  note = {Won the best poster award in EuroSSC 2006}

}

A. T. Cemgil and S. J. Godsill, “Probabilistic Phase Vocoder and its application to Interpolation of Missing Values in Audio Signals,” in 13th European Signal Processing Conference, 2005.
[BibTeX] (PDF) [URL]


@inproceedings{cemgil-eusipco1,

  author = {Cemgil, A. T. and Godsill, S. J.},

  title = {Probabilistic Phase Vocoder and its application to Interpolation of Missing Values in Audio Signals},

  booktitle = {13th European Signal Processing Conference},

  year = {2005},

  url = {http://www-sigproc.eng.cam.ac.uk/~atc27/em-restore/},

  pdf = {papers/cemgil-godsill-em-restore-eusipco.pdf}

}

A. T. Cemgil, C. Fevotte and S. J. Godsill, “Blind Separation of Sparse Sources using Variational EM,” in 13th European Signal Processing Conference, 2005.
[BibTeX] (PDF) [URL]


@inproceedings{cemgil-eusipco2,

  author = {Cemgil, A. T. and Fevotte, C. and Godsill, S. J.},

  title = {Blind Separation of Sparse Sources using Variational EM},

  booktitle = {13th European Signal Processing Conference},

  year = {2005},

  url = {http://www-sigproc.eng.cam.ac.uk/~cf269/eusipco05/sound_files.html},

  pdf = {papers/cemgil-fevotte-godsill-bss-eusipco05.pdf}

}

A. T. Cemgil and S. J. Godsill, “Efficient Variational Inference for the Dynamic Harmonic Model,” in Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, October 2005.
[BibTeX] (PDF)


@inproceedings{cemgil:waspaa05,

  author = {Cemgil, A. T. and Godsill, S. J.},

  title = {Efficient Variational Inference for the Dynamic Harmonic Model},

  booktitle = {Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics},

  year = {2005},

  pdf = {papers/cemgil-godsill-dhm.pdf}

}

A. T. Cemgil, W. Zajdel and B. J. A. Krose, “A hybrid graphical model for robust feature extraction from video,” in Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR 2005, vol. 1, pp. 1158-1165 vol. 1, June 2005.
[BibTeX] (PDF)


@inproceedings{TaylanCemgil2005,

  author = {Cemgil, A. T. and Zajdel, W. and Krose, B. J. A.},

  title = {A hybrid graphical model for robust feature extraction from video},

  booktitle = {Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR 2005},

  year = {2005},

  volume = {1},

  pages = {1158--1165 vol. 1},

  pdf = {papers/cemgil-zajdel-krose-cvpr05.pdf},

  doi = {http://dx.doi.org/10.1109/CVPR.2005.33}

}

W. Zajdel, A. T. Cemgil and B. J. A. Krose, “Online multicamera tracking with a switching state-space model,” in Proc. 17th International Conference on Pattern Recognition ICPR 2004, vol. 4, pp. 339-343 Vol.4, 2004.
[BibTeX] (PDF)


@inproceedings{Zajdel2004a,

  author = {Zajdel, W. and Cemgil, A. T. and Krose, B. J. A.},

  title = {Online multicamera tracking with a switching state-space model},

  booktitle = {Proc. 17th International Conference on Pattern Recognition ICPR 2004},

  year = {2004},

  volume = {4},

  pages = {339--343 Vol.4},

  pdf = {papers/icprWZajdel_camready.pdf},

  doi = {http://dx.doi.org/10.1109/ICPR.2004.1333772}

}

A. T. Cemgil, “Polyphonic Pitch Identification and Bayesian Inference,” in Proceedings of the International Computer Music Conference, 2004.
[BibTeX] (PDF)


@inproceedings{Cemgil2004,

  author = {Cemgil, A. T.},

  title = {Polyphonic Pitch Identification and Bayesian Inference},

  booktitle = {Proceedings of the International Computer Music Conference},

  year = {2004},

  pdf = {papers/cemgil-icmc04.pdf}

}

A. T. Cemgil, B. Kappen and D. Barber, “Generative model based polyphonic music transcription,” in Proc. IEEE Workshop on. Applications of Signal Processing to Audio and Acoustics, pp. 181-184, 2003.
[BibTeX] (PDF)


@inproceedings{Cemgil2003c,

  author = {Cemgil, A. T. and Kappen, B. and Barber, D. },

  title = {Generative model based polyphonic music transcription},

  booktitle = {Proc. IEEE Workshop on. Applications of Signal Processing to Audio and Acoustics},

  year = {2003},

  pages = {181--184},

  pdf = {papers/cemgil-waspaa03.pdf}

}

A. Cemgil, D. Barber and H. J. Kappen, “A Dynamical Bayesian Network for Tempo and Polyphonic Pitch Tracking,” in Proceedings of ICANN, 2003.
[BibTeX]


@inproceedings{Cemgil2003a,

  author = {Cemgil, A.T. and Barber, D. and Kappen, H. J.},

  title = {A Dynamical Bayesian Network for Tempo and Polyphonic Pitch Tracking},

  booktitle = {Proceedings of ICANN},

  year = {2003}

}

A. Cemgil and H. J. Kappen, “Integrating Tempo Tracking and Quantization using Particle filtering,” in Proceedings of the 2002 International Computer Music Conference, pp. 419-422, 2002.
[BibTeX]


@inproceedings{Cemgil2002,

  author = {Cemgil, A.T. and Kappen, H. J.},

  title = {Integrating Tempo Tracking and Quantization using Particle filtering},

  booktitle = {Proceedings of the 2002 International Computer Music Conference},

  year = {2002},

  pages = {419-422}

}

A. T. Cemgil and H. J. Kappen, “Rhythm Quantization and Tempo Tracking by Sequential Monte Carlo,” in Advances in Neural Information Processing Systems 14, pp. 1361-1368, 2002.
[BibTeX] (PDF)


@inproceedings{Cemgil2002a,

  author = {Cemgil, A. T. and Kappen, H. J.},

  title = {Rhythm Quantization and Tempo Tracking by Sequential Monte Carlo},

  booktitle = {Advances in Neural Information Processing Systems 14},

  publisher = {MIT Press},

  year = {2002},

  pages = {1361-1368},

  pdf = {papers/cemgil-nips01.pdf}

}

A. Cemgil and H. J. Kappen, “Bayesian Real-time Adaptation for Interactive Performance Systems,” in Proceedings of the 2001 International Computer Music Conference, pp. 147-150, 2001.
[BibTeX] (PDF)


@inproceedings{cemgil:icmc01,

  author = {Cemgil, A.T. and Kappen, H. J.},

  title = {Bayesian Real-time Adaptation for Interactive Performance Systems},

  booktitle = {Proceedings of the 2001 International Computer Music Conference},

  year = {2001},

  pages = {147-150},

  pdf = {papers/cemgil-icmc01.pdf}

}

A. Cemgil and H. J. Kappen, “A Dynamic Belief Network Implementation for Realtime Music Transcription,” in Proceedings of the Belgian-Dutch Conference on Artificial Intelligence 2001, 2001.
[BibTeX]


@inproceedings{Cemgil2001,

  author = {Cemgil, A.T. and Kappen, H. J.},

  title = {A Dynamic Belief Network Implementation for Realtime Music Transcription},

  booktitle = {Proceedings of the Belgian-Dutch Conference on Artificial Intelligence 2001},

  year = {2001}

}

A. Cemgil, H. J. Kappen, P. Desain and H. Honing, “On tempo tracking: Tempogram Representation and Kalman filtering,” in Proceedings of the 2000 International Computer Music Conference, pp. 352-355, September 2000. (This paper has received the Swets and Zeitlinger Distinguished Paper Award of the ICMC 2000).
[BibTeX] (PDF)


@inproceedings{Cemgil2000,

  author = {Cemgil, A.T. and Kappen, H. J. and Desain, P. and Honing, H.},

  title = {On tempo tracking: Tempogram Representation and Kalman filtering},

  booktitle = {Proceedings of the 2000 International Computer Music Conference},

  publisher = {The Berliner Kulturveranstaltungs GmbH},

  year = {2000},

  pages = {352-355},

  note = {(This paper has received the Swets and Zeitlinger Distinguished Paper Award of the ICMC 2000)},

  pdf = {papers/icmc00.pdf.gz}

}

A. T. Cemgil, P. Desain and H. J. Kappen, “Rhythm Quantization for Transcription,” in Proceedings of the AISB'99 Symposium on Musical Creativity, pp. 140-146, April 1999.
[BibTeX]


@inproceedings{Cemgil1999,

  author = {A. T. Cemgil and P. Desain and H. J. Kappen},

  title = {Rhythm Quantization for Transcription},

  booktitle = {Proceedings of the AISB'99 Symposium on Musical Creativity},

  year = {1999},

  pages = {140-146}

}

A. Cemgil and C. Erkut, “Calibration of Physical Models using Artifical Neural Networks with Application to Plucked String Instruments,” in Proceedings of ISMA97, International Symposium on Musical Acoustics, 1997.
[BibTeX] (PDF)


@inproceedings{cemgil:isma,

  author = {Cemgil, A.T and Erkut, C.},

  title = {Calibration of Physical Models using Artifical Neural Networks with Application to Plucked String Instruments},

  booktitle = {Proceedings of ISMA97, International Symposium on Musical Acoustics},

  year = {1997},

  pdf = {papers/ismail.ps}

}

A. T. Cemgil, H. Caglar and E. Anarım, “Comparison of Wavelet Filters for Pitch Detection of Monophonic Music Signals,” in Proceedings of European Conference on Circuit Theory and Design, (ECCTD95), 1995.
[BibTeX]


@inproceedings{Cemgil1995,

  author = {Cemgil, A. T. and Caglar, H. and Anarım, E.},

  title = {Comparison of Wavelet Filters for Pitch Detection of Monophonic Music Signals},

  booktitle = {Proceedings of European Conference on Circuit Theory and Design, (ECCTD95)},

  year = {1995}

}

Refereed National Conference Papers

D. Basaran, A. Cemgil and E. Anarım, “Model Tabanlı Ses Dizisi Hizalanması (Model based audio sequence alignment),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 606 -609, april 2011. (in Turkish).
[BibTeX]


@inproceedings{basaran-siu2011,

  author = {Basaran, D. and Cemgil, A.T. and Anarım, E.},

  title = {Model Tabanlı Ses Dizisi Hizalanması (Model based audio sequence alignment)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {606 -609},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929723}

}

C. Demir, M. U. Dogan, A. T. Cemgil and M. Saraclar, “Konusma Tanıma icin NOMA ile Tek-Kanalda Konusma-Muzik Ayrstırma (Single-channel speech-music separation using NMF for automatic speech recognition),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 486 -489, april 2011. (in Turkish).
[BibTeX]


@inproceedings{demir-siu2011,

  author = {Demir, C. and Dogan, M. U. and Cemgil, A. T. and Saraclar, M.},

  title = {Konusma Tanıma icin NOMA ile Tek-Kanalda Konusma-Muzik Ayrstırma (Single-channel speech-music separation using NMF for automatic speech recognition)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {486 -489},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929693}

}

O. Dikmen and A. Cemgil, “Gizli Degiskenler iceren Modellerde Skor Esleme (Score matching for models with latent variables),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 801 -804, april 2011. (in Turkish).
[BibTeX]


@inproceedings{dikmen-siu2011,

  author = {Dikmen, O. and Cemgil, A.T.},

  title = {Gizli Degiskenler iceren Modellerde Skor Esleme (Score matching for models with latent variables)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {801 -804},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929772}

}

C. Keskin, A. Cemgil and L. Akarun, “Belirli Sure Modelleri ile Izole El Hareketi Tanıma (Explicit duration models for isolated hand gesture recognition),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 1169 -1172, april 2011. (in Turkish).
[BibTeX]


@inproceedings{keskin-siu2011,

  author = {Keskin, C. and Cemgil, A.T. and Akarun, L.},

  title = {Belirli Sure Modelleri ile  Izole El Hareketi Tanıma (Explicit duration models for isolated hand gesture recognition)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {1169 -1172},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929864}

}

B. Kurt and A. Cemgil, “Rastlantısal obek cizge modelleri icin Bayesci model secimi (Bayesian model selection of Stochastic Blockmodels for random graphs),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 1089 -1092, april 2011. (in Turkish).
[BibTeX]


@inproceedings{kurt-siu2011,

  author = {Kurt, B. and Cemgil, A.T.},

  title = {Rastlantısal obek cizge modelleri icin Bayesci model secimi (Bayesian model selection of Stochastic Blockmodels for random graphs)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {1089 -1092},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929844}

}

U. Simsekli, Y. Subakan and A. Cemgil, “Negatif Olmayan Evrisik Modeller icin Saklı Tensor Ayrısımı Cercevesi (A latent tensor factorization framework for non-negative convolutive models),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 762 -765, april 2011. (in Turkish).
[BibTeX]


@inproceedings{simsekli-siu2011,

  author = {Simsekli, U. and Subakan, Y.C. and Cemgil, A.T.},

  title = {Negatif Olmayan Evrisik Modeller icin Saklı Tensor Ayrısımı Cercevesi (A latent tensor factorization framework for non-negative convolutive models)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {762 -765},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929762}

}

S. Yildirim and A. Cemgil, “Gauss Dogrusal Durum-Uzay Modellerinde ileri Dogru Duzlestirme ve Aninda Beklenti-En Buyutme Algoritmasi (Forward smoothing and online expectation-maximisation in Gaussian linear state-space models),” in Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on, pp. 530 -533, april 2011. (in Turkish).
[BibTeX]


@inproceedings{yildirim-siu2011,

  author = {Yildirim, S. and Cemgil, A.T.},

  title = {Gauss Dogrusal Durum-Uzay Modellerinde ileri Dogru Duzlestirme ve Aninda Beklenti-En Buyutme Algoritmasi (Forward smoothing and online expectation-maximisation in Gaussian linear state-space models)},

  booktitle = {Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on},

  year = {2011},

  pages = {530 -533},

  note = {(in Turkish)},

  doi = {http://dx.doi.org/10.1109/SIU.2011.5929704}

}

A. T. Cemgil, “Variational Nonnegative Matrix Factorisation,” in Proc. IEEE 17th Signal Processing and Communications Applications Conference SIU 2009, pp. 680-683, 2009.
[BibTeX]


@inproceedings{Cemgil2009,

  author = {Cemgil, A. T. },

  title = {Variational Nonnegative Matrix Factorisation},

  booktitle = {Proc. IEEE 17th Signal Processing and Communications Applications Conference SIU 2009},

  year = {2009},

  pages = {680--683},

  doi = {http://dx.doi.org/10.1109/SIU.2009.5136487}

}

A. Cemgil and F. Gürgen, “Classification of Musical Instrument Sounds using Artificial Neural Networks,” in Proceedings of SIU97, 1997.
[BibTeX] (PDF)


@inproceedings{cemgil:siu97,

  author = {Cemgil, A.T and Gürgen, F.},

  title = {Classification of Musical Instrument Sounds using Artificial Neural Networks},

  booktitle = {Proceedings of SIU97},

  year = {1997},

  pdf = {papers/netenga.ps}

}

Theses, Notes, Technical reports, Slides

A. T. Cemgil, “Bayesian Inference in Non-negative Matrix Factorisation Models,” July 2008. Accepted for publication to Computational Intelligence and Neuroscience.
[BibTeX] [URL]


@techreport{Cemgil2008,

  author = {Cemgil, A. T.},

  title = {Bayesian Inference in Non-negative Matrix Factorisation Models},

  year = {2008},

  number = {CUED/F-INFENG/TR.609},

  note = {Accepted for publication to Computational Intelligence and Neuroscience},

  url = {http://www.cmpe.boun.edu.tr/~cemgil/bnmf/}

}

O. Dikmen and A. T. Cemgil, “Inference and Parameter Estimation in Gamma Chains,” February 2008.
[BibTeX]


@techreport{dikmen08,

  author = {Dikmen, O. and Cemgil, A. T.},

  title = {Inference and Parameter Estimation in Gamma Chains},

  year = {2008},

  number = {CUED/F-INFENG/TR.596}

}

A. T. Cemgil, “Time series models, Importance sampling and Sequential Monte Carlo,” March 2007. Slides for the 5R1, Stochastic Processes Lecture .
[BibTeX]


@misc{Cemgil2007,

  author = {Cemgil, A. T.},

  title = {Time series models, Importance sampling and Sequential Monte Carlo},

  year = {2007},

  note = {Slides for the 5R1, Stochastic Processes Lecture }

}

A. T. Cemgil, “Bayesian Methods for Music Signal Analysis,” October 2006. Slides for the tutorial given at ISMIR 2006, Victoria, Canada.
[BibTeX]


@misc{Cemgil2006,

  author = {Cemgil, A. T.},

  title = {Bayesian Methods for Music Signal Analysis},

  year = {2006},

  note = {Slides for the tutorial given at ISMIR 2006, Victoria, Canada}

}

A. T. Cemgil, Bayesian Music Transcription. PhD thesis , Radboud University of Nijmegen , 2004.
[BibTeX]


@phdthesis{Cemgil2004a,

  author = {Cemgil, A. T.},

  title = {Bayesian Music Transcription},

  school = {Radboud University of Nijmegen},

  year = {2004}

}

A. T. Cemgil, “Automated Music Transcription,” 1995.
[BibTeX]


@mastersthesis{Cemgil1995a,

  author = {Cemgil, A. T.},

  title = {Automated Music Transcription},

  school = {Bogazici University},

  year = {1995}

}