• DocumentCode
    394690
  • Title

    A real-time auditory-based microphone array assessed with E-RASTI evaluation proposal

  • Author

    Sánchez-Bote, J.L. ; González-Rodriguez, J. ; Ortega-Garcia, J.

  • Author_Institution
    DIAC - E.U.I.T. Telecomunicacion, Univ. Politecnica de Madrid, Spain
  • Volume
    5
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    In this paper, a real time nested microphone array based on the auditory properties of the human ear is presented. Three different stages in the development of the system are described. Firstly, the design of the new auditory-based microphone array is presented, obtaining better noise reduction using the masking properties of the human auditory system. Secondly, we show its validation through a new method called E-RASTI based in the well-known RASTI (Rapid STI - speech transmission index) intelligibility estimator. In addition to classical enhancement estimators as SNR, NMR (noise to masked ratio) or AI (articulation index), E-RASTI is proposed and validated for dereverberation assessment, used here with real speech signals and not with speech-like signals as in the original RASTI method. And finally as third stage, the real time implementation of this highly computing-demanding algorithm through the use of a DSP-based architecture based on the recent floating point TMS320C6701 is described.
  • Keywords
    array signal processing; digital signal processing chips; microphones; real-time systems; reverberation; speech enhancement; speech intelligibility; DSP-based architecture; E-RASTI evaluation; Rapid STI; auditory properties; dereverberation assessment; floating point TMS320C6701; intelligibility estimator; masking properties; nested microphone array; noise reduction; real speech signals; real-time auditory-based microphone array; speech transmission index; Artificial intelligence; Auditory system; Ear; Humans; Microphone arrays; Noise reduction; Nuclear magnetic resonance; Proposals; Signal to noise ratio; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1200010
  • Filename
    1200010