Method and apparatus for blind separation of an overcomplete...

Data processing: speech signal processing – linguistics – language – Speech signal processing – For storage or transmission

Reexamination Certificate

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C704S270000, C455S422100

Reexamination Certificate

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07085711

ABSTRACT:
A data processing system blind source separation of an overcomplete set of signals generally includes means for storing input from sensors in a mixed signal matrix X200, noise in a noise matrix V202, an estimate of the individual signals from the mixture of signals from the signal sources in a source signal estimate matrix Ŝ204, and an estimate of environmental effects in a mixing matrix Â206, the matrices related by X=ÂŜ+V; generating an initial estimate of Â208; determining the number of, and associated lines of correlation of, each source from Â, and representing the sources in the source signal estimate matrix Ŝ210; jointly optimizing Ŝ and  in an iterative manner to generate an optimized source signal estimate matrix Ŝ212and a final estimated mixing matrix Â; and restoring the separated source signals from the optimized source signal estimate matrix Ŝ214.

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