• DocumentCode
    454543
  • Title

    A New Forward Masking Model and its Application to Speech Enhancement

  • Author

    Gunawan, Teddy Surya ; Ambikairajah, Eliathamby

  • Author_Institution
    Sch. of Electr. Eng. & Telecommun., New South Wales Univ., NSW
  • Volume
    1
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    This paper presents a new forward masking model, which is applied to speech enhancement. The model develops a novel expression for forward masking, where the parameters are related to the masker level, the delay and the frequency obtained by curve-fitting the psychoacoustic data. This model is then incorporated, in a novel way, into a speech enhancement scheme. Objective measures using PESQ demonstrates that our enhancement scheme, provides significant improvements over four existing speech enhancement methods, when tested with speech signals corrupted by various noises at very low signal to noise ratios. Hence, the new forward masking model provides a greater and more accurate masking threshold calculation that leads to better PESQ scores
  • Keywords
    curve fitting; speech enhancement; speech intelligibility; curve-fitting; forward masking model; masking threshold calculation; psychoacoustic data; signal to noise ratios; speech enhancement; Curve fitting; Delay; Frequency; Masking threshold; Noise measurement; Psychoacoustic models; Psychology; Signal to noise ratio; Speech enhancement; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1659979
  • Filename
    1659979