• DocumentCode
    2705386
  • Title

    The developmental approach to multimedia speech learning

  • Author

    Weng, Juyang ; Lee, Yong-Beom ; Evans, Colin H.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Michigan State Univ., East Lansing, MI, USA
  • Volume
    6
  • fYear
    1999
  • fDate
    15-19 Mar 1999
  • Firstpage
    3093
  • Abstract
    This paper introduces the developmental approach to speech learning, motivated by human cognitive development from infancy to adulthood. Central in the developmental approach is what is called the developmental algorithm. We introduce AA-learning as a basic learning mode for our developmental algorithm. The developmental algorithm enables the system to learn new tasks without a need of reprogramming. Some experimental results for automated animal-like learning (AA-learning) using our developmental algorithm are presented
  • Keywords
    speech recognition; unsupervised learning; AA-learning; SAIL; developmental algorithm; developmental approach; human cognitive development; learning mode; multimedia speech learning; self organizing autonomous incremental learner; Automatic speech recognition; Computer science; Context modeling; Control systems; Degradation; Humans; Manuals; Shape; Speech recognition; Vocabulary;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
  • Conference_Location
    Phoenix, AZ
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-5041-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1999.757495
  • Filename
    757495