DocumentCode :
1724310
Title :
An Improved Design for Speech Denoising
Author :
Kong, Zhou ; Liu, Yujun ; Liu, Kesheng ; Jiang, Meilei
Author_Institution :
Dept. of Inf. Eng., Acad. of Armored Forces Eng., Beijing
fYear :
2008
Firstpage :
141
Lastpage :
144
Abstract :
In high-noise environment, the background noises have greatly bad influence on the speech recognition and its transmission quality. The speech extraction and the noise reduction are long-term questions which the communication system has not solved effectively all the while. In this paper, we propose an improved system solution based on the combination of the bone-conduction sensor, a digital signal processor contained denoising algorithms and an active noise reduction part. At the beginning, the bone-conduction sensor is used to gather the voice. Next, the collected noisy speech signal is enhanced with spectral subtraction algorithm. Then the enhanced signal is detected with the improved short-time energy voice activity detection algorithm based on the Mel frequency. Finally we employ the ANR technology in the receiver. We have designed a prototype system based on the wireless platform. The results of tests show that it achieves better progress in anti-noise performance.
Keywords :
signal denoising; spectral analysis; speech processing; speech recognition; active noise reduction; bone-conduction sensor; digital signal processor; improved short-time energy voice activity detection algorithm; spectral subtraction algorithm; speech denoising; speech extraction; speech recognition; Active noise reduction; Background noise; Detection algorithms; Digital signal processors; Noise reduction; Sensor systems; Signal detection; Signal processing algorithms; Speech enhancement; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Information Technologies, 2008. ISCIT 2008. International Symposium on
Conference_Location :
Lao
Print_ISBN :
978-1-4244-2335-4
Electronic_ISBN :
978-1-4244-2336-1
Type :
conf
DOI :
10.1109/ISCIT.2008.4700170
Filename :
4700170
Link To Document :
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