DocumentCode
3516031
Title
A portable USB-based microphone array device for robust speech recognition
Author
Li, Qi ; Zhu, Manli ; Wei Li
Author_Institution
Li Creative Technol. Inc. (LcT), Florham Park, NJ
fYear
2009
fDate
19-24 April 2009
Firstpage
1301
Lastpage
1304
Abstract
We present a USB-based, highly directional, and portable microphone array device that delivers a crisp, clear and noise-reduced speech signal. This device consists of four linearly distributed microphone sensors and a filter-and-sum beamformer designed using broadband beam-forming algorithm. The device has a narrow acoustic beam pattern and identical frequency responses for almost all speech bands. In addition to beamforming, an adaptive noise reduction algorithm is used to further reduce the background noise. By utilizing both the spatial and temporal information, the SNR of speech signals is improved and speech recognition performance in noisy environments is significantly improved as reported in our experiments.
Keywords
acoustic signal processing; array signal processing; filtering theory; microphone arrays; speech recognition; acoustic beam pattern; adaptive noise reduction algorithm; broadband beam-forming algorithm; filter-and-sum beamformer; microphone sensor; portable USB-based microphone array device; speech recognition; Acoustic beams; Acoustic noise; Acoustic sensors; Algorithm design and analysis; Array signal processing; Frequency; Microphone arrays; Noise reduction; Noise robustness; Speech recognition; Microphone array; beamforming; noise reduction; robust speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location
Taipei
ISSN
1520-6149
Print_ISBN
978-1-4244-2353-8
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2009.4959830
Filename
4959830
Link To Document