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Morgan L Grover, 3553 Cramton Ave, Rutland, VT 05701

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53 Cramton Ave, Rutland, VT 05701    802-7470367   

Las Vegas, NV   

Livingston, TX   

Shepherd, TX   

Inglewood, CA   

Sioux Falls, SD   

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Us Patents

Noise Filtering Utilizing Non-Gaussian Signal Statistics

US Patent:
7139711, Nov 21, 2006
Filed:
Nov 23, 2001
Appl. No.:
09/990317
Inventors:
Morgan Grover - Pacific Palisades CA, US
Assignee:
Defense Group Inc. - Falls Church VA
International Classification:
G10L 13/08
US Classification:
704260, 704226, 704225
Abstract:
The present invention is directed to a method and system for capturing an information signal from within a noisy background utilizing a non-Gaussian model for the a priori statistics of the information signal conditioned on other a priori quantities. A specific implementation utilizing a Gaussian Mixture Model (GMM) is described. The GMM implementation includes Wiener filtering as a special case, and includes methods for adaptively tracking multiple properties of the input noise and the information signal, including noise PSD, information signal PSD, information signal spectral amplitude, and probability of information signal presence versus time and frequency.

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