본문 바로가기
KERD
논문KCI 등재

2채널 마이크로폰을 이용한 청각 기기에서의 빔포밍에 대한 객관적 검증

Objective Evaluation of Beamforming Techniques for Hearing Devices with Two-channel Microphone

1

조회

0

다운로드

0

인용

0

참고문헌

키워드

초록

Hearing devices like cochlear implant, vibrant soundbridge, etc. try to offer better sound for people. In hearing devices, several beamformers including conventional directional microphone are applicable to noise reduction. Each beamformer has different directional response and it could change sound intelligibility or quality for listeners. Therefore, we investigated the performance of three beamformers, which are first and second order directional microphone, and broadband beamformer(BBF) with a computer simulation assuming hearing device microphone configuration. We also calculated objective measurements which have been used to evaluate speech enhancement algorithms. In the simulation, a single speech and a single babble noisewere propagated from the front and 135o azimuth degrees respectively. Microphones were configured in an end-fire array and the spacing was varied in comparison. With 3 cm spacing, BBF had about 3 dB higher enhanced SNR than that of directional microphones. However, enhancement of segmental SNR and frequency weighted segmental SNR were similar between the first order directional microphone and broadband beamformer. In addition when steady state noise was used, broadband beamformer showed the increased performance and had the highest enhanced SNR, and segmental SNR.

Abstract

Hearing devices like cochlear implant, vibrant soundbridge, etc. try to offer better sound for people. In hearing devices, several beamformers including conventional directional microphone are applicable to noise reduction. Each beamformer has different directional response and it could change sound intelligibility or quality for listeners. Therefore, we investigated the performance of three beamformers, which are first and second order directional microphone, and broadband beamformer(BBF) with a computer simulation assuming hearing device microphone configuration. We also calculated objective measurements which have been used to evaluate speech enhancement algorithms. In the simulation, a single speech and a single babble noisewere propagated from the front and 135o azimuth degrees respectively. Microphones were configured in an end-fire array and the spacing was varied in comparison. With 3 cm spacing, BBF had about 3 dB higher enhanced SNR than that of directional microphones. However, enhancement of segmental SNR and frequency weighted segmental SNR were similar between the first order directional microphone and broadband beamformer. In addition when steady state noise was used, broadband beamformer showed the increased performance and had the highest enhanced SNR, and segmental SNR.

참고문헌 (22)

  1. J. Benesty, "Microphone array signal processing" (2008), Springer
  2. H. Dillon, "Hearing aids" (2001), Boomerang Press
  3. S. Doclo, "Design of broadband beamformers robust against gain and phase errors in the microphone array characteristics", Ieee Transactions on Signal Processing, 51(10), pp.2511~ (2003)
  4. J. Eargle, "The microphone book, 2nd ed", pp.2004, Elsevier
  5. V. Hamacher, "Signal processing in high-end hearing aids: state of the art, challenges, and future trends", EURASIP Journal on Applied Signal Processing, 2005, pp.2915~2929 (2005)
  6. A. Schaub, "Digital hearing aids" (2008), Thieme
  7. L.C.Parra, "Steerable frequency-invariant beamforming for arbitrary arrays", Journal of the Acoustical Society of America, 119(6), pp.3839~3847 (2006)
  8. M. Brandstein, "Microphone arrays : signal processing techniques and applications" (2001), Springer
  9. D.C. Lay, "Linear algebra and its applications, International ed., 3rd ed" (2006), Addison Wesley
  10. E. Mabande, "Design of robust superdirective beamformers as a convex optimization problem", 77~80
  11. "Optimization toolbox user's guide" (2005), The MathWorks, Inc
  12. S.R. Quackenbush, "Objective measures of speech quality" (1988), Prentice Hall
  13. P.E. Papamichalis, "Practical approaches to speech coding" (1987), Prentice-Hall
  14. N. Kitawaki, "Objective quality evaluation for low-bit-rate speech coding systems", Selected Areas in Communications, IEEE Journal on, 6(2), pp.242~248 (1988)
  15. P.C. Loizou, "Speech enhancement : theory and practice" (2007), CRC Press
  16. I.Rec, "Objective quality measurement of telephone-band speech codecs" (1996), International Telecommunication Union
  17. A. Rix, "Perceptual evaluation of speech quality(PESQ)-a new method for speech quality assessment of telephone networks and codecs", pp.749~752
  18. D. Klatt, "Prediction of perceived phonetic distance from critical-band spectra: A first step", pp.1278~1281
  19. 이정학, "Korean speech audiometry, 1st ed" (2010), Hakjisa Publisher
  20. A. Varga, "Assessment for automatic speech recognition: II. NOISEX-92: A database and an experiment to study the effect of additive noise on speech recognition systems", Speech Communication, 12(3), pp.247~251 (1993)
  21. D. Byrne, "An international comparison of long-term average speech spectra", Journal of the Acoustical Society of America, 96(4), pp.2108~2120 (1994)
  22. 김혜미, "디지털 보청기에서의 NAL-NL1 기반 한국형 비선형 fitting formula 연구", 의공학회지, 30(2), pp.169~178 (2009), 대한의용생체공학회

관련 논문AI추천

이 간행물의 다른 논문 (11건)