Title :
Computationally efficient optimum weighting function for vector quantization of LSF parameters
Author :
Chatterjee, Saikat ; Sreenivas, T.V.
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore
Abstract :
We propose a new weighting function which is computationally simple and an approximation to the theoretically derived optimum weighting function shown in the literature. The proposed weighting function is perceptually motivated and provides improved vector quantization performance compared to several weighting functions proposed so far, for line spectrum frequency (LSF) parameter quantization of both clean and noisy speech data.
Keywords :
quantisation (signal); speech processing; line spectrum frequency; optimum weighting function; perceptual weighting; vector quantization; Degradation; Distortion measurement; Ear; Euclidean distance; Frequency; Humans; Linear predictive coding; Nonlinear filters; Speech; Vector quantization; LSF quantization; perceptual weighting;
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
DOI :
10.1109/ISSPA.2007.4555457