• DocumentCode
    3022471
  • Title

    Bandwidth expansion of speech based on vector quantization of the mel frequency cepstral coefficients

  • Author

    Enbom, Niklas ; Kleijn, W. Bastiaan

  • Author_Institution
    Dept. of Speech, Music & Hearing, R. Inst. of Technol., Stockholm, Sweden
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    171
  • Lastpage
    173
  • Abstract
    Telephone speech is usually limited to less than 4 kHz in bandwidth. This bandwidth limitation results in the typical sound of telephone speech. We present a new method of regenerating the high frequencies (4-8 kHz) based on vector quantization of the mel-frequency cepstral coefficients (MFCC). We also present two methods to avoid perceptually annoying overestimates of the signal power in the high-band. Listening tests show the benefits of the new procedures. Use of MFCC for vector quantization instead of traditionally used spectral representations improves the quality of the speech significantly. Tests also show that the wide-band speech reconstructed with the method is significantly more pleasant to the human ear than the original narrowband speech
  • Keywords
    cepstral analysis; speech coding; speech enhancement; telephony; vector quantisation; 4 to 8 kHz; bandwidth expansion; listening tests; mel frequency cepstral coefficients; speech quality improvement; telephone speech; vector quantization; wideband speech reconstruction; Bandwidth; Cepstral analysis; Ear; Humans; Mel frequency cepstral coefficient; Speech; Telephony; Testing; Vector quantization; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Speech Coding Proceedings, 1999 IEEE Workshop on
  • Conference_Location
    Porvoo
  • Print_ISBN
    0-7803-5651-9
  • Type

    conf

  • DOI
    10.1109/SCFT.1999.781521
  • Filename
    781521