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Practical Considerations for Hardware Implementations of the Auditory Model and Evaluations in Real World Noisy Environments
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  • Practical Considerations for Hardware Implementations of the Auditory Model and Evaluations in Real World Noisy Environments
  • Practical Considerations for Hardware Implementations of the Auditory Model and Evaluations in Real World Noisy Environments
저자명
Kim. Doh-Suk,Jeong. Jae-Hoon,Lee. Soo-Young,Kil. Rhee M.
간행물명
The journal of the Acoustical Society of Korea
권/호정보
1997년|16권 |pp.15-23 (9 pages)
발행정보
한국음향학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

Zero-Crossings with Peak Amplitudes(ZCPA) model motivated by human auditory periphery was proposed to extract reliable features speech signals even in noisy environments for robust speech recognition. In this paper, some practical considerations for digital hardware implementations of the ZCPA model are addressed and evaluated for recognition of speech corrupted by several real world noises as well as white Gaussian noise. Infinite impulse response(IIR) filters which constitute the cochliar filterbank of the ZCPA are replaced by hamming bandpass filters of which frequency responses are less similar to biological neural tuning curves. Experimental results demonstrate that the detailed frequency response of the cochlear filters are not critical to performance. Also, the sensitivity of the model output to the variations in microphone gain is investigated, and results in good reliability of the ZCPA model.