• DocumentCode
    417232
  • Title

    Evaluation of the effect of stress on formants in Farsi vowels

  • Author

    Gharavian, D. ; Ahadi, S.M.

  • Author_Institution
    Electr. Eng. Dept., Amirkabir Univ. of Technol., Tehran, Iran
  • Volume
    1
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    Stress is known as an important prosodic property of speech. Recognition of stressed speech, due to the effects of stress on acoustic features of speech, has always been considered more difficult, in comparison to unstressed speech. On the other hand, preparing a large speech corpus to include all different possible occasions of stressed speech, for the purpose of training in speech recognition, is very difficult. This is true for any language and Farsi (Persian) is no exception. Due to the importance of formant frequencies, they have long been considered in the recognition task. In this paper, we report on our efforts to find out the potential effects of stress on the formant frequencies. The results of our statistical evaluations demonstrate changes in the formant frequencies in certain directions, due to stress, that may be found helpful in improving automatic recognition of stressed speech.
  • Keywords
    feature extraction; frequency estimation; speech recognition; statistical analysis; Farsi vowels; Persian language; acoustic features; automatic recognition; formant frequencies; large speech corpus; prosodic property; speech recognition; statistical evaluations; stressed speech; training; Acoustical engineering; Automatic speech recognition; Frequency; Hidden Markov models; Natural languages; Power engineering and energy; Speech analysis; Speech recognition; Stress; Water;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326072
  • Filename
    1326072