MALSORI (대한음성학회지:말소리)
- Issue 46
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- Pages.65-76
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- 2003
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- 1226-1173(pISSN)
Robust Speech Recognition using Adaptive Comb Filtering in Mobile Communication Environment
적응 콤 필터링을 이용한 이동 통신 환경에서의 강인한 음성 인식
- Park Jeong-Sik (KAIST) ;
- Jung Gue-Jun (KAIST) ;
- Oh Yung-Hwan (KAIST)
- Published : 2003.06.01
Abstract
In this paper, we employ the adaptive comb filtering for effective noise reduction in mobile communication environment. Adaptive comb filtering is a well-known method for noise reduction, but requires correct pitch period and must be applied just in voiced speech frames. To satisfy these requirements we use two kinds of information extracted from speech packets, one of which is the pitch period information measured precisely by a speech coder and the other is the frame rate information related to a decision on speech or silence frame. Experiments on speech recognition system confirm the efficiency of this method. Feature parameters employing this method give superior performance in noise environment to those extracted directly from output speech.
Keywords
- robust speech recognition;
- adaptive comb filtering;
- mobile communication environment;
- speech coder;
- QCELP