Title :
Efficient encoding of mel-generalized cepstrum for CELP coders
Author :
Koishida, Kazuhito ; Tokuda, Keiichi ; Kobayashi, Takao ; Imai, Satoshi
Author_Institution :
Precision & Intelligence Lab., Tokyo Inst. of Technol., Japan
Abstract :
The performance of several algorithms for the quantization of the mel-generalized cepstral coefficients is studied. First, the objective and subjective performance of two-stage vector quantization (VQ) is measured. It is shown that the subjective quality for the mel-generalized cepstral coefficients is higher than that for LSP. Secondly, interframe prediction is introduced in the encoding of mel-generalized cepstral coefficients. By utilizing interframe moving average (MA) prediction, the mel-generalized cepstral coefficients can be encoded more efficiently than LSP in terms of cepstral distortion. Finally, we implement a CELP coder based on mel-generalized cepstral analysis in which mel-generalized cepstral coefficients are quantized using MA prediction. This coder has a higher objective quality than conventional CELP
Keywords :
cepstral analysis; linear predictive coding; moving average processes; quantisation (signal); speech coding; vocoders; CELP coders; algorithm performance; cepstral distortion; interframe moving average prediction; interframe prediction; mel-generalized cepstral analysis; mel-generalized cepstral coefficients; mel-generalized cepstrum encoding; objective performance; objective quality; spectral estimation; subjective performance; subjective quality; two stage vector quantization; Cepstral analysis; Cepstrum; Distortion measurement; Encoding; Filters; Frequency; Laboratories; Quantization; Sampling methods; Stability;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.596198