Title :
FPGA implementation of spectral subtraction for in-car speech enhancement and recognition
Author :
Whittington, Jim ; Deo, Kapeel ; Kleinschmidt, Tristan ; Mason, Michael
Author_Institution :
Dept. of Electron. Eng., LaTrobe Univ. Melbourne, Melbourne, VIC
Abstract :
The use of speech recognition in noisy environments requires the use of speech enhancement algorithms in order to improve recognition performance. Deploying these enhancement techniques requires significant engineering to ensure algorithms are realisable in electronic hardware. This paper describes the design decisions and process to port the popular spectral subtraction algorithm to a Virtex-4 field-programmable gate array (FPGA) device. Resource analysis shows the final design uses only 13% of the total available FPGA resources. Waveforms and spectrograms presented support the validity of the proposed FPGA design.
Keywords :
automobiles; automotive electronics; field programmable gate arrays; spectral analysis; speech enhancement; speech recognition; FPGA; Virtex-4 field-programmable gate array device; electronic hardware; in-car speech enhancement; noisy environment; resource analysis; spectral subtraction; speech recognition; Algorithm design and analysis; Automatic speech recognition; Automotive engineering; Field programmable gate arrays; Hardware; Signal processing algorithms; Speech enhancement; Speech processing; Speech recognition; Working environment noise; Field programmable gate arrays; road vehicles; speech enhancement;
Conference_Titel :
Signal Processing and Communication Systems, 2008. ICSPCS 2008. 2nd International Conference on
Conference_Location :
Gold Coast, QLD
Print_ISBN :
978-1-4244-4243-0
Electronic_ISBN :
978-1-4244-4243-0
DOI :
10.1109/ICSPCS.2008.4813714