PASCAL Bootcamp in Machine Learning, Vilanova 2007

The EM algorithm and Mixtures of Gaussians

author: Joaquin Quiñonero Candela, Max Planck Institute for Biological Cybernetics, Max Planck Institute
published: July 6, 2007, recorded: July 2007, views: 25581

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Part 1 1:06:26

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Part 2 55:23

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Reviews and comments:

1 Gregor, December 7, 2007 at 1:11 p.m.:

The first part of the video does not work. Can you fix it?

2 Nina (staff), December 21, 2007 at 11:15 p.m.:

Of course it will be fixed as soon as possible.

3 Andrea, February 28, 2008 at 3:24 p.m.:

I'm developing a Speaker Verification project, and I need to use Gaussian Mixtures as pointed out in research papers I have.

I believe this lecture can help me a lot in understanding the basic ideas of MoG's from an intuitive point of view.

I was wondering if Part 1 can be fixed? Because it only streams well up to a certain point.

Any other suggested lectures that I can watch? - that could particularly help with the modelling of Cepstral Coefficients to Gaussian pdf's.

Thanks.

4 Yossi, April 28, 2008 at 10:47 a.m.:

The first part of the video still does not work.

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