Speech Enhancement Algorithm Architecture by Sinha Pavel (12 results)
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Published by VDM Verlag Dr. Mueller e.K. 2008-11-06, 2008
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Kartoniert / Broschiert. Condition: New. This thesis presents algorithm and architecture forsimultaneous diagonalization of matrices. As anexample, a subspace-based speech enhancement problemis considered, where in the covariance matrices ofthe speech and noise are diagonal.
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This thesis presents algorithm and architecture forsimultaneous diagonalization of matrices. As anexample, a subspace-based speech enhancement problemis considered, where in the covariance matrices ofthe speech and noise are diagonalized simultaneously.In order to compare the system performance of theproposed algorithm, objective measurements of speechenhancement is shown in terms of the signal to noiseratio and mean bark spectral distortion at variousnoise levels. In addition, an innovative subbandanalysis technique for subspace-based time-domainconstrained speech enhancement technique is proposed.The proposed technique analyses the signal in itssubbands to build accurate estimates of thecovariance matrices of speech and noise, exploitingthe inherent low varying characteristics of speechand noise signals in narrow bands. The subbandapproach also decreases the computation time byreducing the order of the matrices to besimultaneously diagonalized. Further, architecture isproposed to implement the simultaneousdiagonalization scheme. The architecture isimplemented on a Xilinx FPGA. FPGA resourceutilization re-enforces on the practicability of thedesign.…
