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Reconfigurable Acceleration of Microphone Array Algorithms for Speech Enhancement
Vise andre og tillknytning
Ansvarlig organisasjon
2008 (engelsk)Konferansepaper, Publicerat paper (Fagfellevurdert) Published
Abstract [en]

Microphone arrays play an important role in noise reduction and speech enhancement. Their algorithms are based on beamforming, which reduces the level of localized and ambient noise signals while minimizing distortion to speech from the desired direction via spatial filtering. This paper describes a class of subband beamforming algorithms. The similarity between different algorithms is discussed. To enhance computational efficiency, the algorithms are implemented in frequency domain. A hardware architecture, with bitwidth optimization, is proposed to support the algorithms. An implementation with 7 instances on a Xilinx XC4VSX55 FPGA at 175MHz can run 41.7 times faster than the corresponding pure software implementation on a 3.2GHz Pentium 4 PC. ©2008 IEEE.

sted, utgiver, år, opplag, sider
Leuven, Belgium: IEEE , 2008.
Emneord [en]
Filtering theory, microphone arrays, spatial filters, speech enhancement
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-8352Lokal ID: oai:bth.se:forskinfoC3A8A136C35243CAC12575040038770FISBN: 978-1-4244-1897-8 (tryckt)OAI: oai:DiVA.org:bth-8352DiVA, id: diva2:836062
Konferanse
International Conference on Application-Specific Systems, Architectures and Processors, Proceedings
Tilgjengelig fra: 2012-09-18 Laget: 2008-11-17 Sist oppdatert: 2015-06-30bibliografisk kontrollert

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Totalt: 17 treff
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