DocumentCode :
2946766
Title :
Real-time dual-microphone speech enhancement using field programmable gate arrays
Author :
Halupka, David ; Rabi, Seyed Alireza ; Aarabi, Parham ; Sheikholeslami, Ali
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Volume :
5
fYear :
2005
fDate :
18-23 March 2005
Abstract :
The paper discusses an implementation of a dual-microphone phase-based speech enhancement technique. By using the phases of the incoming sound signals, we mask frequencies with low signal-to-noise ratio (SNR) between the two microphones. Phase-based filtering can achieve high SNR gains with just two microphones, making it ideal for hand-held devices. However, these devices have a limited battery life and lack the processing power needed for a software based implementation. The paper presents a field programmable gate array (FPGA) implementation that was designed specifically for low-power operation. The FPGA based implementation is compared, with respect to processing capabilities and power utilization, with an off-the-shelf low-power digital signal processor (DSP) implementation.
Keywords :
digital filters; digital signal processing chips; field programmable gate arrays; integrated circuit design; logic design; low-power electronics; power consumption; speech enhancement; time-frequency analysis; FPGA; SNR; field programmable gate arrays; hand-held devices; low-power operation; off-the-shelf low-power digital signal processor; phase-based filtering; phase-based speech enhancement; processing power; real-time dual-microphone speech enhancement; signal-to-noise ratio; software based implementation; time-frequency masking; Acoustic noise; Digital signal processing; Field programmable gate arrays; Filtering; Microphone arrays; Phased arrays; Semiconductor device noise; Speech enhancement; Speech recognition; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-8874-7
Type :
conf
DOI :
10.1109/ICASSP.2005.1416262
Filename :
1416262
Link To Document :
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