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ICASSP
2008
IEEE
15 years 4 months ago
A multi-class MLLR kernel for SVM speaker recognition
Speaker recognition using support vector machines (SVMs) with features derived from generative models has been shown to perform well. Typically, a universal background model (UBM)...
Zahi N. Karam, William M. Campbell
JMLR
2008
110views more  JMLR 2008»
14 years 9 months ago
Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods
We propose a highly efficient framework for penalized likelihood kernel methods applied to multiclass models with a large, structured set of classes. As opposed to many previous a...
Matthias W. Seeger
TNN
2011
129views more  TNN 2011»
14 years 4 months ago
Minimum Complexity Echo State Network
—Reservoir computing (RC) refers to a new class of state-space models with a fixed state transition structure (the “reservoir”) and an adaptable readout form the state space...
Ali Rodan, Peter Tino
CVPR
2003
IEEE
15 years 11 months ago
Example-Based Style Synthesis
We introduce an example-based synthesis technique that extrapolates novel styles for a given input image. The technique is based on separating the style and content of image fragm...
Iddo Drori, Daniel Cohen-Or, Hezy Yeshurun
ICRA
2006
IEEE
98views Robotics» more  ICRA 2006»
15 years 3 months ago
Sensor Selection and Placement for Failure Diagnosis in Networked Aerial Robots
Abstract—Unmanned aerial vehicles (UAVs) represent an important class of networked robotic applications that must be both highly dependable and autonomous. This paper addresses s...
Nagarajan Kandasamy, Fadi A. Aloul, Tak-John Koo