Ali Taylan Cemgil
Ali Taylan Cemgil
DeepMind UK, Prof. on sabbatical leave from Bogazici University, Istanbul, Turkey
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Bayesian inference for nonnegative matrix factorisation models
AT Cemgil
Computational intelligence and neuroscience 2009, 2008
On tempo tracking: Tempogram representation and Kalman filtering
AT Cemgil, B Kappen, P Desain, H Honing
Journal of New Music Research 29 (4), 259-273, 2000
Bayesian time series models
D Barber, AT Cemgil, S Chiappa
Cambridge University Press, 2011
Bayesian extensions to non-negative matrix factorisation for audio signal modelling
T Virtanen, AT Cemgil, S Godsill
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
A generative model for music transcription
AT Cemgil, HJ Kappen, D Barber
IEEE Transactions on Audio, Speech, and Language Processing 14 (2), 679-694, 2006
Monte Carlo methods for tempo tracking and rhythm quantization
AT Cemgil, B Kappen
Journal of Artificial Intelligence Research 18, 45-81, 2003
Rhythm quantization for transcription
AT Cemgil, P Desain, B Kappen
Computer Music Journal 24 (2), 60-76, 2000
Nonnegative matrix factorizations as probabilistic inference in composite models
C Févotte, AT Cemgil
2009 17th European Signal Processing Conference, 1913-1917, 2009
Link prediction in heterogeneous data via generalized coupled tensor factorization
B Ermiş, E Acar, AT Cemgil
Data Mining and Knowledge Discovery 29 (1), 203-236, 2015
Generalised coupled tensor factorisation
KY Yılmaz, AT Cemgil, U Simsekli
Advances in neural information processing systems, 2151-2159, 2011
Bayesian music transcription
AT Cemgil
[Sl: sn], 2004
Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers
T Sülün, T Cemgil, JMP Duc, P Rammelsberg, L Jäger, W Gernet
Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and …, 2001
Bayesian Modelling of Temporal Structure in Musical Audio.
N Whiteley, AT Cemgil, SJ Godsill
ISMIR, 29-34, 2006
Graphical models for time-series
D Barber, AT Cemgil
IEEE Signal Processing Magazine 27 (6), 18-28, 2010
Variational and stochastic inference for Bayesian source separation
AT Cemgil, C Févotte, SJ Godsill
Digital Signal Processing 17 (5), 891-913, 2007
Gamma Markov random fields for audio source modeling
O Dikmen, AT Cemgil
IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 589-601, 2009
Generative model based polyphonic music transcription
AT Cemgil, B Kappen, D Barber
2003 IEEE Workshop on Applications of Signal Processing to Audio and …, 2003
Mixtures of gamma priors for non-negative matrix factorization based speech separation
T Virtanen, AT Cemgil
International Conference on Independent Component Analysis and Signal …, 2009
Conjugate gamma Markov random fields for modelling nonstationary sources
AT Cemgil, O Dikmen
International Conference on Independent Component Analysis and Signal …, 2007
Stochastic quasi-newton langevin monte carlo
U Simsekli, R Badeau, T Cemgil, G Richard
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