DocumentCode :
2826864
Title :
Low rate speech representation by vector quantizing transform components
Author :
Loizou, Philipos C. ; Spanias, Andreas S.
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
fYear :
1991
fDate :
11-14 Jun 1991
Firstpage :
320
Abstract :
A transform-based system is described for vector quantizing speech at 4800 BPS. Multiple codebooks were used to quantize groups of harmonic components of speech, corresponding to different frequency bands. To ensure that the distortion caused by the vector quantizer at low frequencies was kept at a minimum, low-dimensionality codebooks were used. Furthermore, to reduce the errors of the FFT resolution, transform components, within the baseband and adjacent to the pitch-harmonic components, were also encoded and quantized by low-dimensionality codebooks. This was found to improve the quality of speech. Speech produced at 4800 BPS using this method was found to be of good quality, particularly for female speakers. This is because the number of harmonic components required for female (high-pitch) speakers is generally smaller than that required for male (low-pitch) speakers
Keywords :
bandwidth compression; data compression; encoding; speech analysis and processing; 4800 bit/s; CELP; FFT resolution; female speakers; frequency bands; harmonic components; harmonic components of speech; low rate speech; low-dimensionality codebooks; multiple codebooks; pitch-harmonic components; transform-based system; vector quantisation; vector quantizing speech; vector quantizing transform components; Fourier transforms; Frequency domain analysis; Frequency estimation; Power harmonic filters; Signal to noise ratio; Speech analysis; Speech coding; Speech synthesis; Testing; Vector quantization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1991., IEEE International Sympoisum on
Print_ISBN :
0-7803-0050-5
Type :
conf
DOI :
10.1109/ISCAS.1991.176338
Filename :
176338
Link To Document :
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