• DocumentCode
    551181
  • Title

    A priori SNR estimation based on momentum term

  • Author

    Ou Shi-Feng ; Wang Xian-Yun ; Sun Yan-Long ; Gao Ying

  • Author_Institution
    Sch. of Opto-Electron. Inf. Sci. & Technol., Yantai Univ., Yantai, China
  • fYear
    2011
  • fDate
    22-24 July 2011
  • Firstpage
    3292
  • Lastpage
    3295
  • Abstract
    In view of the parameters estimation problem of a priori SNR in speech enhancement, a new method in this paper is proposed by adding momentum term. This algorithm maintains the advantages of the direct decision algorithm in effectiveness and briefness, also improves the tracking speed of the instantaneous SNR, therefore it can further suppress the generation of musical noise. Simulation results under several noises settings show that the proposed a priori SNR estimation method based on momentum term has better performance than the direct decision method.
  • Keywords
    parameter estimation; speech enhancement; a priori SNR estimation; direct decision algorithm; momentum term; musical noise; parameters estimation problem; speech enhancement; tracking speed; Estimation; Signal to noise ratio; Speech; Speech enhancement; Time frequency analysis; Decision-Directed Algorithm; Momentum Term; Noise Reduction; Speech Enhancement; a priori SNR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2011 30th Chinese
  • Conference_Location
    Yantai
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4577-0677-6
  • Electronic_ISBN
    1934-1768
  • Type

    conf

  • Filename
    6001525