• DocumentCode
    180018
  • Title

    Phase and level difference fusion for robust multichannel source separation

  • Author

    Traa, Johannes ; Minje Kim ; Smaragdis, Paris

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    6687
  • Lastpage
    6691
  • Abstract
    Inter-channel phase (IPD) and level (ILD) differences are common features in multichannel source separation algorithms like DUET and MENUET. However, their utility depends strongly on the configuration of the array and what microphone pairs are used to calculate them. IPDs are most useful when extracted from microphones that are close together as this avoids spatial aliasing. In contrast, ILD clusters are only well separated for widely spaced microphones. We investigate this trade-off between IPD and ILD features and propose a method to best combine them for multichannel source separation. Experimental results demonstrate the utility of this approach.
  • Keywords
    microphone arrays; source separation; DUET; ILD fusion; IPD fusion; MENUET; interchannel level difference fusion; interchannel phase difference fusion; microphone pair; robust multichannel source separation algorithm; spatial aliasing avoidance; Acoustics; Arrays; Feature extraction; Microphones; Source separation; Speech; Time-frequency analysis; RANSAC; circular statistics; source separation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6854894
  • Filename
    6854894