• DocumentCode
    2182680
  • Title

    Speech processing with a cortical representation of audio

  • Author

    Mesgarani, Nima ; Shamma, Shihab

  • fYear
    2011
  • fDate
    22-27 May 2011
  • Firstpage
    5872
  • Lastpage
    5875
  • Abstract
    Neurophysiological studies in the primary auditory cortex have recently demonstrated a rich diversity of responses that provide an explicit multidimensional representation of phonemic acoustic features (Mesgarani 2008). Specifically, distinct subsets of cortical neurons are activated by articulatory gestures and dynamics that are characteristic of different phonemes. Here we use a computational cortical model to illustrate how these phonetic features appear in such a multiresolution representation. We also review how this representation has been successfully applied in variety of speech processing tasks including robust speech discrimination, speech enhancement and phoneme recognition.
  • Keywords
    speech enhancement; speech recognition; audio cortical representation; multiresolution representation; neurophysiological studies; phoneme recognition; speech enhancement; speech processing; Gabor filters; Modulation; Spectrogram; Speech; Speech enhancement; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
  • Conference_Location
    Prague
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4577-0538-0
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2011.5947697
  • Filename
    5947697