• DocumentCode
    2731915
  • Title

    Enhancement of Electronic artificial larynx speech by denoising

  • Author

    Haijun, Niu ; Wan Mingxi ; Supin, Waq

  • Author_Institution
    Dept. of Biomed. Eng., Xi´´an Jiaotong Univ., China
  • Volume
    2
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    908
  • Abstract
    Electronic artificial larynx (EAL) is important speech rehabilitation prosthesis for laryngectomees. However, existing EAL have some drawbacks such as harsh, raucous and unpleasant sound. One of the major problems is radiation-noise. It is a major source of the degradation in acceptability and intelligibility of EAL speech. In this study, we restrained radiated noise using independent component analysis based adaptive noise canceling. An acoustic analysis of the denoised EAL speech revealed a significant reduction in the amount of background noise yet preserved the acoustic characteristics of the vocal output. Perceptual evaluation also indicated an obvious preference for denoised speech.
  • Keywords
    acoustic analysis; independent component analysis; signal denoising; speech enhancement; ICA; acoustic analysis; adaptive noise canceling; background noise reduction; electronic artificial larynx; independent component analysis; perceptual evaluation; radiation noise; speech denoising; speech enhancement; speech rehabilitation prosthesis; Acoustic noise; Background noise; Degradation; Independent component analysis; Larynx; Noise cancellation; Noise reduction; Prosthetics; Speech analysis; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    0-7803-7702-8
  • Type

    conf

  • DOI
    10.1109/ICNNSP.2003.1280747
  • Filename
    1280747