• DocumentCode
    3029077
  • Title

    Redundancy analysis: A guide-line through speech recognition

  • Author

    Dreyfus-Graf, Jean A.

  • Author_Institution
    Ingenieur EPFZ, CH, GENEVA
  • Volume
    2
  • fYear
    1977
  • fDate
    28246
  • Firstpage
    823
  • Lastpage
    826
  • Abstract
    The telephonic wave carries 50,000 bits/sec, but the brain accepts only 10 linguistic bits/ sec. How can we optimize such a 5000 : 1 transformation? The redundancy analysis of symbolic systems is proposed a a guide-line through the labyrinth of speech recognition. We distinguish the spectral and the symbolic information capacity (bit/sec), the negative entropy (bit/symbol), the acceptance rhythm (symbol/ sec), the redundancies and anti-redundancies (bit/bit), which characterize the relevant constraints, rules or knowledge sources. Redundancy analysis can detail prosodic components, such as dynamics, duration, pitch or voicing degree. It can be applied to various forms of connected, restricted or coded speech, with vocabularies ranging from small to large numbers of words.
  • Keywords
    Analytical models; Brain modeling; Ear; Entropy; Humans; Redundancy; Rhythm; Speech analysis; Speech recognition; Vocabulary;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '77.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1977.1170300
  • Filename
    1170300