• DocumentCode
    1638420
  • Title

    Speech enhancement using sub-band wiener filter with pitch synchronous analysis

  • Author

    Sunnydayal, V. ; Kumar, T. Kishore

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Nat. Inst. of Technolgy Warangal, Warangal, India
  • fYear
    2013
  • Firstpage
    20
  • Lastpage
    25
  • Abstract
    This paper introduces a novel speech enhancement system based on sub-band wiener filter with pitch synchronous analysis. The perceptual filter bank provides a good auditory representation, good perceptual quality of speech. Sub-band wiener filter based Pitch synchronous analysis reduces drawbacks of fixed window shift. To increase the inter frame similarities the shift of analysis window is based on pitch period. The pitch is extracted by using clipping level method. Further, to reduce noise each sub-band is wiener filtered using a priori SNR with adaptive parameter. Wavelets transform based wiener filter approach works well than DCT based approach. Objective (SNR, segSNR, LLR, LSD, IS,WSS) experiments prove that the new speech enhancement system is capable of significant noise reduction.
  • Keywords
    Wiener filters; speech enhancement; wavelet transforms; IS; LLR; LSD; WSS; auditory representation; clipping level method; interframe similarities; noise reduction; perceptual filter bank; pitch synchronous analysis; segSNR; speech enhancement; speech perceptual quality; subband Wiener filter; wavelet transform; Noise measurement; Signal to noise ratio; Speech; Speech enhancement; Wavelet packets; Wiener filters; Speech Processing; Speech enhancement; Wavelet packet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
  • Conference_Location
    Mysore
  • Print_ISBN
    978-1-4799-2432-5
  • Type

    conf

  • DOI
    10.1109/ICACCI.2013.6637140
  • Filename
    6637140