DocumentCode :
961837
Title :
Low-Power Dual-Microphone Speech Enhancement Using Field Programmable Gate Arrays
Author :
Halupka, David ; Rabi, Alireza Seyed ; Aarabi, Parham ; Sheikholeslami, Ali
Author_Institution :
Univ. of Toronto, Toronto
Volume :
55
Issue :
7
fYear :
2007
fDate :
7/1/2007 12:00:00 AM
Firstpage :
3526
Lastpage :
3535
Abstract :
This paper discusses two implementations of a dual-microphone phase-based speech enhancement technique. The implementations compared are based on a field-programmable gate array (FPGA) and a digital signal processor (DSP). The time-varying, frequency-dependent, phase-difference between each incoming sound signal is used to mask each respective frequency, thereby reducing noise by minimizing the contributions of signal frequency components that have a low signal-to-noise ratio (SNR). Phase-based filtering can achieve high SNR gains with just two microphones, making it ideal for small devices that lack the room for a multimicrophone array. Moreover, these devices often have a limited battery life and lack the processing power needed for software-based speech enhancement. This paper presents an FPGA-based dual-microphone speech enhancement implementation, which was designed specifically for low-power operation. This implementation is compared with an off-the-shelf DSP implementation, with respect to processing capabilities and power utilization.
Keywords :
digital signal processing chips; field programmable gate arrays; microphones; speech enhancement; DSP; FPGA; digital signal processor; field programmable gate arrays; low-power dual-microphone speech enhancement; multimicrophone array; phase-based filtering; signal frequency components; signal-to-noise ratio; software-based speech enhancement; sound signal; Acoustic noise; Digital signal processing; Digital signal processors; Field programmable gate arrays; Frequency; Microphone arrays; Noise reduction; Phased arrays; Signal to noise ratio; Speech enhancement; Digital signal processors; field-programmable gate arrays (FPGAs); low-power systems; sound localization; speech enhancement; speech processing;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2007.893918
Filename :
4244679
Link To Document :
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