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
Link To Document