DocumentCode
120482
Title
Acoustic signal gain enhancement and speech recognition improvement in smartphones using the REF beamforming algorithm
Author
Adebisi, B. ; Ekpo, S.C. ; Sabagh, A. ; Wells, A.
Author_Institution
Dept. of Electr. & Electron. Eng., Manchester Metropolitan Univ., Manchester, UK
fYear
2014
fDate
23-25 July 2014
Firstpage
469
Lastpage
474
Abstract
Smartphones deploy multiple microphones to reduce background noise, reverberation and interferences. This paper presents the regulated Frost beamformer (REF) for acoustic gain enhancement and speech recognition improvement in smartphones. Conventional and adaptive beamformers were investigated with recourse to the acoustic transducer specifications of the Samsung Galaxy S2 device. The REF algorithm outperforms the time delay and Frost beamformers by over 5 dB and 2 dB respectively. Moreover, the minimum array gain is 5 dB (REF) as opposed to the floor gain of 2 dB. Compared with the delay-and-sum and Frost beamformers, the output waveform of the REF beamformer is the closest to the desired signal.
Keywords
acoustic signal processing; acoustic transducers; array signal processing; interference suppression; smart phones; speech recognition; Frost beamformer; REF beamforming algorithm; Samsung Galaxy S2 device; acoustic signal gain enhancement; acoustic transducer specifications; smartphones; speech recognition improvement; Acoustics; Array signal processing; Arrays; Gain; Microphones; Noise; Smart phones; Adaptive algorithm; REF beamformer; array gain; broadband; microphone; multimedia; smartphones; speech processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems, Networks & Digital Signal Processing (CSNDSP), 2014 9th International Symposium on
Conference_Location
Manchester
Type
conf
DOI
10.1109/CSNDSP.2014.6923875
Filename
6923875
Link To Document