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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959830