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ICPR
2010
IEEE
15 years 6 months ago
Dimension-Decoupled Gaussian Mixture Model for Short Utterance Speaker Recognition
The Gaussian Mixture Model (GMM) is often used in conjunction with Mel-frequency cepstral coefficient (MFCC) feature vectors for speaker recognition. A great challenge is to use ...
Thilo Stadelmann, Bernd Freisleben
BMCBI
2008
175views more  BMCBI 2008»
14 years 11 months ago
Comprehensive inventory of protein complexes in the Protein Data Bank from consistent classification of interfaces
Background: Protein-protein interactions are ubiquitous and essential for all cellular processes. High-resolution X-ray crystallographic structures of protein complexes can reveal...
Andrew J. Bordner, Andrey A. Gorin
PRL
2007
154views more  PRL 2007»
14 years 11 months ago
Regularized mixture discriminant analysis
Abstract – In this paper we seek a Gaussian mixture model (GMM) of the classconditional densities for plug-in Bayes classification. We propose a method for setting the number of ...
Zohar Halbe, Mayer Aladjem
SSIAI
2000
IEEE
15 years 4 months ago
A New Bayesian Relaxation Framework for the Estimation and Segmentation of Multiple Motions
In this paper we propose a new probabilistic relaxation framework to perform robust multiple motion estimation and segmentation from a sequence of images. Our approach uses displa...
Alexander Strehl, Jake K. Aggarwal
MJ
2007
119views more  MJ 2007»
14 years 11 months ago
Automated energy calculation and estimation for delay-insensitive digital circuits
With increasingly smaller feature sizes and higher on-chip densities, the power dissipation of VLSI systems has become a primary concern for designers. This paper first describes...
Venkat Satagopan, Bonita Bhaskaran, Anshul Singh, ...