• DocumentCode
    3001936
  • Title

    Acoustics Analysis of Differences across Formants of Four Chinese PUTONGHUA

  • Author

    Yan, Qin ; Zhou, Zhengjuan ; Xu, Zhuoming ; Li, Shan

  • Author_Institution
    Coll. of Comput. & Inf., Hohai Univ., Nanjing, China
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    This paper presents a preliminary analysis of differences of formants among Shanghai, Guangzhou, Chongqing and Xiamen dialectal Putonghua (PTH) in China. An improved formant model based on the linear prediction (LP) feature analysis and a two-dimensional(2D) hidden Markov model (HMM) of formants is employed for estimation of the formant frequencies of vowels and diphthongs. The experiments show Guangzhou dialectal PTH (GZPTH) has the highest average frequency in 1st formant(F1) while Shanghai PTH(SHPTH) has lowest of F1 among four dialectal PTHs. In contrast, Chongqing PTH (CQPTH) gives highest frequency in 2nd and 3rd formants (F2, F3) with a comparison of other dialectal PTHs. The formant spaces of four dialectal PTHs have also been investigated.
  • Keywords
    feature extraction; hidden Markov models; natural languages; speech processing; 2D hidden Markov model; Chinese Putonghua; Chongqing Putonghua; Guangzhou Putonghua; Shanghai Putonghua; Xiamen dialectal Putonghua; acoustics analysis; diphthongs; formant differences; formant frequency; formant model; formant spaces; linear prediction feature analysis; vowels; Acoustics; Bandwidth; Estimation; Frequency estimation; Hidden Markov models; Speech; Tongue;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Technology (ICMT), 2010 International Conference on
  • Conference_Location
    Ningbo
  • Print_ISBN
    978-1-4244-7871-2
  • Type

    conf

  • DOI
    10.1109/ICMULT.2010.5630968
  • Filename
    5630968