• DocumentCode
    454572
  • Title

    On The Use of Phonological Features for Pronunciation Scoring

  • Author

    Stouten, Frederik ; Martens, Jean-Pierre

  • Author_Institution
    ELIS, Ghent Univ.
  • Volume
    1
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    It is acknowledged that in many medical and educational applications there is a great need for good objective assessments of the pronunciation proficiency of a speaker, either a non-native speaker of the language or a native speaker with a certain speech handicap (e.g. a deaf or dysarthric speaker). Most pronunciation scoring software developed thus far just measures an over-all proficiency. The system proposed here envisages the computation of more detailed information on the nature of the pronunciation deficiencies. To that end, it works with a phonological representation of the speech. Described is the development of the system as well as its first encouraging assessments of non-native speakers of American English
  • Keywords
    acoustics; speech intelligibility; speech processing; American English; nonnative speakers; phonological features; pronunciation deficiencies; pronunciation scoring; speech phonological representation; Acoustic measurements; Application software; Deafness; Feature extraction; Humans; Labeling; Natural languages; Software measurement; Speech recognition; State feedback;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1660024
  • Filename
    1660024