Title :
Fully-pipelined CORDIC implementation of subspace-based speech enhancement
Author :
Sinha, Pavel ; Swamy, M.N.S. ; Meher, P.K.
Author_Institution :
Concordia Univ., Montreal
Abstract :
This paper presents a fully-pipelined CORDIC architecture for the simultaneous diagonalization of the covariance matrices. As an example, the problem of speech enhancement in a subspace based approach is considered, where in the covariance matrices of speech and noise are diagonalized concurrently. In order to compare the system performance of the proposed algorithm, objective measurements of speech enhancement are shown in terms of the signal to noise ratio and mean bark spectral distortion at various noise levels. In addition, the resource utilization of the proposed architecture on a Xilinx FPGA is studied.
Keywords :
covariance matrices; distortion; field programmable gate arrays; pipeline arithmetic; spectral analysis; speech enhancement; Xilinx FPGA; covariance matrix; fully-pipelined CORDIC architecture; mean bark spectral distortion; resource utilization; signal to noise ratio; subspace-based speech enhancement; Computer architecture; Covariance matrix; Distortion measurement; Field programmable gate arrays; Jacobian matrices; Matrix decomposition; Noise level; Signal to noise ratio; Speech enhancement; Symmetric matrices;
Conference_Titel :
Circuits and Systems, 2007. MWSCAS 2007. 50th Midwest Symposium on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-1175-7
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2007.4488546