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 :
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