• DocumentCode
    2810338
  • Title

    Theoretical musical-noise analysis and its generalization for methods of integrating beamforming and spectral subtraction based on higher-order statistics

  • Author

    Takahashi, Y. ; Saruwatari, Hiroshi ; Shikano, Kiyorhiro ; Kondo, Kazunobu

  • Author_Institution
    Nara Inst. of Sci. & Technol., Nara, Japan
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    93
  • Lastpage
    96
  • Abstract
    In this paper, we conduct a theoretical analysis of the amount of musical noise generated via methods of integrating beamforming and spectral subtraction (SS) based on higher-order statistics under the same noise reduction performance condition. In our previous analysis, we did not consider the effect of flooring technique in SS and the fact that the noise reduction performances of the integration methods are not equivalent. Then, in this study, we analyze the amount of generated musical noise with consideration of such problems. As a result of the analysis, it is clarified that an appropriate structure depends on both the parameters of SS and the statistical characteristics of the input signal. Moreover, it is also revealed that a specific structure is proper to reduce the musical noise for almost all cases.
  • Keywords
    acoustic noise; acoustic signal processing; array signal processing; higher order statistics; music; beamforming; flooring technique; higher-order statistics; noise reduction performance; spectral subtraction; theoretical musical noise analysis; Acoustic distortion; Acoustic noise; Acoustic signal processing; Adaptive signal processing; Array signal processing; Higher order statistics; Microphone arrays; Noise generators; Noise reduction; Performance analysis; Musical noise; acoustic arrays; higher-order statistics; spectral subtraction; 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.2010.5496173
  • Filename
    5496173