• DocumentCode
    2791997
  • Title

    An auditory-domain based speech enhancement algorithm

  • Author

    Krishnamoorthi, Harish ; Spanias, Andreas ; Berisha, Visar ; Kwon, Homin ; Thornburg, Harvey

  • Author_Institution
    Sch. of Electr., Comput. & Energy Eng., Arizona State Univ., Tempe, AZ, USA
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    4786
  • Lastpage
    4789
  • Abstract
    Typically, speech enhancement algorithms minimize a suitable error criterion in the spectral or time domain. Although the error criterions have included perceptual properties such as masking thresholds, non-uniform frequency resolution and sensitivity of the auditory system, these are only done heuristically and the error criterion does not explicitly include an auditory model in their formulation. In this paper, we propose an auditory-domain based speech enhancement algorithm that minimizes the distortion between the auditory representation of the estimated and desired signal. Simulation results indicate that the proposed algorithm performs effectively under different noise conditions and also results in a lower average loudness error.
  • Keywords
    acoustic noise; acoustic signal processing; error analysis; loudness; speech enhancement; speech intelligibility; auditory model; auditory system sensitivity; auditory-domain; error criterion; loudness error; masking thresholds; noise; nonuniform frequency resolution; spectral domain; speech enhancement algorithms; time domain; Auditory system; Computational complexity; Computer errors; Frequency; Humans; Masking threshold; Power engineering and energy; Psychoacoustic models; Speech analysis; Speech enhancement; auditory representation; loudness; psychoacoustics; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495147
  • Filename
    5495147