• DocumentCode
    2389191
  • Title

    Blind speech separation by integrating three pairs of Phase Differences of equilateral triangular microphone array

  • Author

    Yoshida, Masashi ; Ning, Ding ; Hamada, Nozomu

  • Author_Institution
    Signal Process. Lab., Keio Univ., Yokohama, Japan
  • fYear
    2010
  • fDate
    6-8 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Blind source separation (BSS) is an approach to extract source signals using observed their mixtures. It is applicable in realizing speech-based human-machine interface systems, such as hands-free phones and robot audition system. This paper proposes the Time-Frequency (T-F) masking method for unilateral triangular microphone array. It is based on the condition of three pairs of Phase Difference versus Frequency (PD-F) distributions in frame-by-frame manner. By integrating these PD-F data, we can estimate more reliable T-F cell feature and will obtain better separation result. The constraints on delays between three pairs of triangular microphone array are applied to the PD-F distributions. Some experiments are performed to verify our method. Section 5 is the conclusion.
  • Keywords
    blind source separation; man-machine systems; microphone arrays; speech processing; time-frequency analysis; blind source separation; equilateral triangular microphone array; frequency distributions; human-machine interface; phase difference; source signals extraction; speech separation; time-frequency masking method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communication Systems (ISPACS), 2010 International Symposium on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-7369-4
  • Type

    conf

  • DOI
    10.1109/ISPACS.2010.5704649
  • Filename
    5704649