• DocumentCode
    3569516
  • Title

    Ideal binary masking in reverberation

  • Author

    Roman, Nicoleta ; Woodruff, John

  • Author_Institution
    Dept. of Comput. Sci., Ohio State Univ., Lima, Lima, OH, USA
  • fYear
    2012
  • Firstpage
    629
  • Lastpage
    633
  • Abstract
    The ideal binary mask has been established as a computational goal of binary time-frequency masking approaches to sound separation through experiments that show large speech intelligibility gains for both normal-hearing and hearing-impaired listeners. The ideal binary mask is commonly defined using a signal-to-noise ratio threshold for binary decisions called the local criterion. Recently the ideal binary mask definition was extended to deal with reverberant signals by introducing the reflection boundary, a division point between early and late reflections, which allows target reflections to be treated as either part of the desired signal or as noise. The current study refines the conclusion in previous work by analyzing the effects of both the reflection boundary and local criterion parameters. Experimental results show that ideal binary masks defined with reflection boundaries of 100 ms or less can produce significant intelligibility improvements, which establishes that binary masking can be effective for both noise reduction and dereverberation. Further, results show that to achieve intelligibility gains, early reflections should be preserved by the binary mask while late reflections should be treated as noise.
  • Keywords
    hearing; reverberation; speech intelligibility; time-frequency analysis; binary decision; binary time-frequency masking approach; dereverberation; hearing-impaired listener; local criterion parameter; noise reduction; normal-hearing listener; reflection boundary parameter; reverberant signal; signal-to-noise ratio; sound separation; speech intelligibility; time 100 ms; Accuracy; Noise measurement; Reverberation; Signal to noise ratio; Speech; System-on-a-chip; Ideal binary masking; computational auditory scene analysis; reverberation; speech intelligibility;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
  • ISSN
    2219-5491
  • Print_ISBN
    978-1-4673-1068-0
  • Type

    conf

  • Filename
    6334300