• DocumentCode
    1402783
  • Title

    Evaluation of a model for voice enhancement system of two channels

  • Author

    Hernandez, Roberto ; Rodriguez, Roberto ; Garcia, V. Hernendez ; Sosa, J.C.

  • Author_Institution
    Inst. Politec. Nac., Tijuana, Mexico
  • Volume
    10
  • Issue
    6
  • fYear
    2012
  • Firstpage
    2195
  • Lastpage
    2200
  • Abstract
    A dual channel system for speech enhancement is proposed and evaluated under babbling noise. A two stage dual channel structure of adaptive filters is used with different microphones, one directional for receiving the desired signal and the other omni directional for receiving the ambient noise which for this model is mainly babbling. Simple Root Mean Square (RMS), Itakura-Saito Distance (ISD) and subjective evaluation tests are made in order to ease comparisons. Using a simple adaptive filter, it is not enough to reduce background noise while maintaining the intelligibility of enhanced speech. Therefore, a noise emphasizing channel is used in order to achieve a better noise canceling. This work is done as precedent for the implementation of a system capable of diminish the noise from voices different than the target by using adaptive filter structures offering good results but small enough to be embedded in hearing aid devices.
  • Keywords
    adaptive filters; signal denoising; speech enhancement; speech intelligibility; ISD; Itakura-Saito distance; RMS; adaptive filter structures; ambient noise; babbling noise; background noise reduction; dual channel system; enhanced speech intelligibility; hearing aid devices; microphones; noise cancellation; noise emphasizing channel; root mean square; speech enhancement; subjective evaluation tests; two stage dual channel structure; voice enhancement system; Adaptation models; Adaptive filters; Least squares approximation; Noise measurement; Noise reduction; Signal to noise ratio; Speech enhancement; adaptive filter; hearing aids; speech enhancement; speech processing;
  • fLanguage
    English
  • Journal_Title
    Latin America Transactions, IEEE (Revista IEEE America Latina)
  • Publisher
    ieee
  • ISSN
    1548-0992
  • Type

    jour

  • DOI
    10.1109/TLA.2012.6418122
  • Filename
    6418122