Ali Taylan Cemgil
Ali Taylan Cemgil
Research Scientist, DeepMind UK
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Bayesian inference for nonnegative matrix factorisation models
AT Cemgil
Computational intelligence and neuroscience 2009, 2009
Bayesian time series models
D Barber, AT Cemgil, S Chiappa
Cambridge University Press, 2011
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 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
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
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
Generalised coupled tensor factorisation
K Yılmaz, A Cemgil, U Simsekli
Advances in neural information processing systems 24, 2011
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 music transcription
AT Cemgil
[Sl: sn], 2004
Contrastive training for improved out-of-distribution detection
J Winkens, R Bunel, AG Roy, R Stanforth, V Natarajan, JR Ledsam, ...
arXiv preprint arXiv:2007.05566, 2020
Model-based localization and tracking using bluetooth low-energy beacons
FS Daniş, AT Cemgil
Sensors 17 (11), 2484, 2017
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
Stochastic quasi-newton langevin monte carlo
U Simsekli, R Badeau, T Cemgil, G Richard
International Conference on Machine Learning, 642-651, 2016
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
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