• DocumentCode
    1910382
  • Title

    Harmonics Template and Application in Computational Auditory Scene Analysis for Co-channel Speech

  • Author

    Guan, Yong ; Li, Peng ; Liu, Wenju ; Xu, Bo

  • Author_Institution
    Chinese Acad. of Sci., Beijing
  • fYear
    2007
  • fDate
    Aug. 30 2007-Sept. 1 2007
  • Firstpage
    381
  • Lastpage
    386
  • Abstract
    In this paper, harmonics template was proposed to analyze harmonics in co-channel speech. New feature first-peak position of autocorrelation was exploited when we generated and utilized harmonics template. We gain harmonics template by statistics and curve fitting. For co-channel speech, harmonics from different channels were achieved by applying frequency channel piecewise continuity and matching with harmonics template. Then, we proposed selected harmonics method to compute the normalized sum of autocorrelation for multi-pitch detection. By comparison with previous algorithms, it was showed that proposed algorithm had better effects in multi-pitch detection. Also, we applied harmonics template to multi-level unit mask estimation in CASA. Although it was not much better than primal 0-1 mask by primary experiment, a good future was shown..
  • Keywords
    curve fitting; speech processing; statistical analysis; autocorrelation; cochannel speech; computational auditory scene analysis; curve fitting; frequency channel piecewise continuity; harmonics template; multilevel unit mask estimation; multipitch detection; statistics; Autocorrelation; Computer applications; Harmonic analysis; Image analysis; Layout; Power harmonic filters; Signal processing algorithms; Speech analysis; Statistics; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Language Processing and Knowledge Engineering, 2007. NLP-KE 2007. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1611-0
  • Electronic_ISBN
    978-1-4244-1611-0
  • Type

    conf

  • DOI
    10.1109/NLPKE.2007.4368059
  • Filename
    4368059