• DocumentCode
    541138
  • Title

    Speech enhancement using a perceptually constrained TQSVD-based approach incorporating PSO techniques

  • Author

    Sardaroudi, Sanaz Ghaemi ; Geravanchizadeh, Masoud

  • Author_Institution
    Fac. of Electr. & Comput. Eng., Univ. of Tabriz, Tabriz, Iran
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    863
  • Lastpage
    868
  • Abstract
    A new two-channel perceptually motivated subspace-based approach is proposed for the enhancement of speech corrupted by noise. The proposed approach takes into account the frequency masking properties of the human auditory system and reduces perceptual effects of the residual noise. The perceptually constrained Quotient Singular Value Decomposition (PCQSVD) method, uses the Particle Swarm Optimization (PSO) algorithm to estimate the additive noise. Very carefully performed objective evaluations and subjective tests show that the PCQSVD-PSO approach proposed here can offer improved speech quality, and intelligibility in the case of stationary and nonstationary noises, especially when the additive noise is nonwhite.
  • Keywords
    estimation theory; hearing; particle swarm optimisation; singular value decomposition; speech enhancement; speech intelligibility; PCQSVD method; PCQSVD-PSO approach; PSO algorithm; PSO techniques; TQSVD-based approach; additive noise estimation; frequency masking property; human auditory system; nonstationary noises; objective evaluations; particle swarm optimization algorithm; perceptual effects; perceptually constrained quotient singular value decomposition method; residual noise; speech enhancement; speech intelligibility; speech quality; subjective tests; two-channel perceptually motivated subspace-based approach; Noise measurement; Signal processing algorithms; Signal to noise ratio; Speech; Speech enhancement; Auditory Masking Threshold; Minimum-Variance Estimation; Particle Swarm Optimization; Quotient SVD; Singular Value Decomposition; Speech Enhancement; Subspace;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications (IST), 2010 5th International Symposium on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4244-8183-5
  • Type

    conf

  • DOI
    10.1109/ISTEL.2010.5734143
  • Filename
    5734143