Int. J. of Advanced Mechatronic Systems   »   2010 Vol.2, No.4

 

 

Title: Body-conducted speech retrieval from a noisy environment using differential acceleration

 

Author: Shunsuke Ishimitsu, Masashi Nakayama, Seiji Nakagawa

 

Addresses:
Graduate School of Information Sciences, Hiroshima City University, 3-3-1 Ozuka-Higashi, Asa-Minami-Ku, Hiroshima, Japan.
Graduate School of Information Sciences, Hiroshima City University, 3-3-1 Ozuka-Higashi, Asa-Minami-Ku, Hiroshima, Japan.
Institute for Human Science and Biomedical Engineering, National Institute of Advanced Industrial Science and Technology (AIST), 1-8-31 Midorigaoka, Ikeda, Osaka, Japan

 

Abstract: Speech recognition tends to be influenced by noise in the air. Body-conducted speech offers a robust signal extraction method from noisy environments, particularly because body-conducted speech is a propagated sound and not easily influenced by noise. However, when body-conducted speech is extracted with an accelerator, the typical frequency component of 2 kHz or more decreases compared with normal speech. Thus, we investigated a technique combining differential acceleration and noise reduction to estimate a clear signal using only body-conducted speech from a noisy room. The recognition rate confirmed about 3-4% is improved with proposed method.

 

Keywords: body-conducted speech; differential acceleration; speech retrieval; Wiener filtering; speech recognition; robust signal extraction; noisy environments; noise reduction.

 

DOI: 10.1504/IJAMECHS.2010.033597

 

Int. J. of Advanced Mechatronic Systems, 2010 Vol.2, No.4, pp.246 - 253

 

Available online: 07 Jun 2010

 

 

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