Visual Speaker Model Exploration

We present an interactive visualization system for the analysis of Gaussian mixture speaker models. The system exhibits the inner workings of the model intuitively by visualizing graphical representations of its parameters and of the underlying acoustical data at the same time. This enables the exploration of new modeling possibilities in the context of speaker clustering tasks.


Authors: Beecks C., Stadelmann T., Freisleben B., Seidl T.
Published in: Proc. 2010 IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore
Publisher: IEEE - Washington,USA
Sprache: EN
Jahr: 2010

Seiten: 727-728
Konferenz: ICME
URL:ICME 2010 Demos
Typ: Tagungsbeiträge
Forschungsgebiet: Exploration of Multimedia Databases