• DocumentCode
    2951614
  • Title

    From text to speech summarization

  • Author

    McKeown, Kathleen ; Hirschberg, Julia ; Galley, Michel ; Maskey, Sameer

  • Author_Institution
    Columbia Univ., New York, NY, USA
  • Volume
    5
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    In this paper, we present approaches used in text summarization, showing how they can be adapted for speech summarization and where they fall short. Informal style and apparent lack of structure in speech mean that the typical approaches used for text summarization must be extended for use with speech. We illustrate how features derived from speech can help determine summary content within two ongoing summarization projects at Columbia University.
  • Keywords
    feature extraction; speech recognition; text analysis; Columbia University; features; speech summarization; summary content; text summarization; Abstracts; Broadcasting; Data mining; Frequency; Humans; Natural languages; Speech coding; Speech recognition; Speech synthesis; Tides;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1416474
  • Filename
    1416474