• DocumentCode
    430858
  • Title

    Design of a subspace tracking based speech enhancement system

  • Author

    Wang, Jhing-Fa ; Yang, Chung-Hsien ; Chang, Kai-Hsing

  • Author_Institution
    Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    A
  • fYear
    2004
  • fDate
    21-24 Nov. 2004
  • Firstpage
    147
  • Abstract
    In this paper, we describe a design of the signal subspace speech enhancement based on subspace tracking algorithm. The proposed architecture incorporates a perceptual filterbank, which is derived from psycho-acoustic model for subband processing. Considering hardware solutions to the subspace tracking algorithm, we derive a VLSI architecture of the algorithm without delayed updating. The experiments were performed using the TAICAR in-car noisy speech database. Simulation results are presented to validate our algorithm and hardware architectures.
  • Keywords
    VLSI; channel bank filters; speech enhancement; tracking; TAICAR; VLSI architecture; in-car noisy speech database; perceptual filterbank; psycho-acoustic model; speech enhancement system; subband processing; subspace tracking; Algorithm design and analysis; Databases; Delay; Filter bank; Hardware; Psychoacoustic models; Psychology; Signal design; Speech enhancement; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2004. 2004 IEEE Region 10 Conference
  • Print_ISBN
    0-7803-8560-8
  • Type

    conf

  • DOI
    10.1109/TENCON.2004.1414378
  • Filename
    1414378