• DocumentCode
    3648893
  • Title

    Redundancy in speech signals and robustness of automatic speech recognition

  • Author

    Jibran Yousafzai;Zoran Cvetković;Matthew Ager;Peter Sollich

  • Author_Institution
    Department of Computer Engineering, American University of Kuwait, Kuwait
  • fYear
    2012
  • Firstpage
    93
  • Lastpage
    98
  • Abstract
    Automatic speech recognition (ASR) systems are yet to achieve the level of robustness inherent to speech recognition by the human auditory system. The primary goal of this paper is to argue that exploiting the redundancy in speech signals could be the key to solving the problem of the lack of robustness. This view is supported by our recent results on phoneme classification and recognition in the presence of noise which are surveyed in this paper.
  • Keywords
    "Mel frequency cepstral coefficient","Robustness","Testing"
  • Publisher
    ieee
  • Conference_Titel
    Problems of Redundancy in Information and Control Systems (RED), 2012 XIII International Symposium on
  • Print_ISBN
    978-1-4673-0168-8
  • Type

    conf

  • DOI
    10.1109/RED.2012.6338416
  • Filename
    6338416