• Login
    View Item 
    •   SMARTech Home
    • Office of Sponsored Programs (OSP)
    • Office of Sponsored Programs Research Reports
    • View Item
    •   SMARTech Home
    • Office of Sponsored Programs (OSP)
    • Office of Sponsored Programs Research Reports
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Adaptive & discriminative speech modeling to cope with temporal changes of environments

    Thumbnail
    View/Open
    114452_NTT-Report-Sep2011.pdf (417.3Kb)
    Date
    2011-09
    Author
    Juang, Biing-Hwang (Fred)
    Watanabe, Shinji
    Metadata
    Show full item record
    Abstract
    This research focus is motivated by the general issue of robust acoustic modeling of speech for achieving superior and reliable performance across various application environments. In real environments, characteristics of a speech signal vary considerably, due to changes of contents, speakers, and ambience. There is thus an acute need in the methodology for the construction of robust and high-accuracy speech models that adaptively respond to these changes of the environment. In particular, the approach that is being taken in this collaboration is based on discriminative modeling. We aim to apply our studies and new techniques to the task of speaker diarization and acoustic event detection in addition to speech recognition.
    URI
    http://hdl.handle.net/1853/61009
    Collections
    • Office of Sponsored Programs Research Reports [6439]
    • School of Electrical and Computer Engineering OSP Research Reports [415]

    Browse

    All of SMARTechCommunities & CollectionsDatesAuthorsTitlesSubjectsTypesThis CollectionDatesAuthorsTitlesSubjectsTypes

    My SMARTech

    Login

    Statistics

    View Usage StatisticsView Google Analytics Statistics
    facebook instagram twitter youtube
    • My Account
    • Contact us
    • Directory
    • Campus Map
    • Support/Give
    • Library Accessibility
      • About SMARTech
      • SMARTech Terms of Use
    Georgia Tech Library266 4th Street NW, Atlanta, GA 30332
    404.894.4500
    • Emergency Information
    • Legal and Privacy Information
    • Human Trafficking Notice
    • Accessibility
    • Accountability
    • Accreditation
    • Employment
    © 2020 Georgia Institute of Technology