I have moved to Bogazici University, Istanbul, Turkey. My new homepage is
at http://www.cmpe.boun.edu.tr/~cemgil/
Keywords
- Music and Audio Modelling, Understanding, Processing, Restoration, Separation, Transcription
- Bayesian statistics, Machine Learning
- Graphical Models, Approximate inference, Variational and Stochastic
Brief Biography
I received my B.Sc. (1993) and M.Sc. (1995) in Computer
Engineering, Bogazici University,
Turkey and my Ph.D. (2004) from SNN, Radboud University Nijmegen, the Netherlands. My thesis is entitled Bayesian music transcription.
Between 2003-2005, I worked as a postdoctoral researcher at Intelligent Autonomous Systems Lab. at University of Amsterdam, the Netherlands and I am currently with
Signal Processing and Communications Lab., University of Cambridge, UK.
Quick Links
Tutorial slides on Introduction to Bayesian Machine Learning for Multimedia Signal Processing in ICME 2008
Slides from my talk Hierarchical Bayesian Models for Audio and Music Signal Processing at the Music Cognition Workshop at NIPS 2007
Tutorial slides on the Probability Hypothesis Density filter, presented at the Approximate Bayesian Inference in Continuous/Hybrid Systems Workshop at NIPS 2007
Tutorial slides for a quick Introduction to Graphical Models and Monte Carlo Methods, from a talk I gave in Birkbeck College, University of London.
I organise the Signal Processing and Communications lab. research seminar series and (AMP) Audio and Music Processing Reading Group seminars.