Title :
FPGA Acceleration of a Subband Beamforming Algorithm for Speech Enhancement
Author :
Yiu, Ka-Fai Cedric ; Lu, Yao ; Shi, Xiaoxiang ; Luk, Wayne
Abstract :
Signal processing methods for speech enhancement are of vital interest for many equipment. In particular, beamforming algorithms, which perform spatial filtering to separate signals that have overlapping frequency content but are originated from different spatial locations, are important for a wide range of applications. In this paper, a particular beamforming algorithm based on the signal-to-noise ratio together with calibrated signals is described. In order to achieve computational efficiency, the algorithm is implemented in the frequency domain and is accelerated by FPGA.
Keywords :
Acceleration; Array signal processing; Field programmable gate arrays; Finite impulse response filter; Frequency domain analysis; Microphone arrays; Nonlinear filters; Signal processing algorithms; Signal to noise ratio; Speech enhancement;
Conference_Titel :
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location :
Sanya, China
Print_ISBN :
978-0-7695-3119-9
DOI :
10.1109/CISP.2008.757