Title :
Analysis and real time implementation of 2-channel adaptive speech enhancement using LabVIEW FPGA
Author :
Devineni, Naga ; Panahi, Issa M S
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Dallas, TX, USA
Abstract :
Flexibility of the Field Programmable Gate Arrays (FPGA) draws enormous attention from varied sectors of embedded systems community. Multiple tasks can be run sequentially or in parallel on FPGA by utilizing dedicated set of gates. High-speed FPGA platform enables designer to use the reconfigurable logic for efficient and cost-effective online implementation of signal processing algorithms. This paper presents an overview of Graphical programming on FPGA with LabVIEW, which overcomes the conventional coding challenges in designing an FPGA. Real time implementation of adaptive speech enhancement (SE) algorithm for the noisy Magnetic Resonance Imaging (MRI) environment is presented to demonstrate the coding flexibility of LabVIEW on FPGA and performance improvement in terms of speed.
Keywords :
encoding; field programmable gate arrays; magnetic resonance imaging; signal denoising; speech enhancement; virtual instrumentation; 2-channel adaptive speech enhancement; LabVIEW FPGA; coding challenges; field programmable gate arrays; graphical programming; magnetic resonance imaging environment; Adaptive filters; Field programmable gate arrays; Noise; Noise measurement; Real time systems; Speech; Speech enhancement; DSP on FPGA; MRI noise; real time; speech enhancement;
Conference_Titel :
Electro/Information Technology (EIT), 2011 IEEE International Conference on
Conference_Location :
Mankato, MN
Print_ISBN :
978-1-61284-465-7
DOI :
10.1109/EIT.2011.5978582