• DocumentCode
    2540954
  • Title

    A new perceptual post-filter for single channel speech enhancement

  • Author

    Alam, Md Jahangir ; O´Shaughnessy, Douglas ; Selouani, Sid-Ahmed

  • Author_Institution
    INRS-EMT, Univ. of Quebec, Montreal, QC
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    386
  • Lastpage
    390
  • Abstract
    A major drawback of many speech enhancement methods in speech applications is the generation of an annoying residual noise with musical character. A potential solution to this artifact is the incorporation of a psychoacoustic model in the suppression filter design. In this paper a frequency domain optimal linear estimator with perceptual post-filtering is proposed, which incorporates the masking properties of the human hearing system to make the residual noise distortion inaudible. The performance of the proposed enhancement algorithm is evaluated by the Segmental SNR and Perceptual Evaluation of Speech Quality (PESQ) measures under various noisy environments and yields better results compared to the Wiener denoising technique.
  • Keywords
    Wiener filters; acoustic distortion; acoustic signal processing; frequency-domain analysis; hearing; signal denoising; speech enhancement; speech intelligibility; Wiener filtering; frequency domain optimal linear estimator; human hearing system; masking property; musical character generation; perceptual post-filter; psychoacoustic model; residual noise distortion; signal denoising; single channel speech enhancement; suppression filter design; Auditory system; Character generation; Filters; Frequency domain analysis; Frequency estimation; Humans; Noise generators; Psychoacoustic models; Speech enhancement; Working environment noise; MMSE; modified masking threshold; musical critical band; perceptual post-filter; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2008. ICECE 2008. International Conference on
  • Conference_Location
    Dhaka
  • Print_ISBN
    978-1-4244-2014-8
  • Electronic_ISBN
    978-1-4244-2015-5
  • Type

    conf

  • DOI
    10.1109/ICECE.2008.4769237
  • Filename
    4769237