Title :
Multicodebook vector quantization of LPC parameters
Author :
Xydeas, Costas S. ; Chapman, Thomas M.
Author_Institution :
Speech Process. Res. Lab., Manchester Univ., UK
Abstract :
This paper presents a novel and efficient variable bit rate LPC quantization approach. The proposed MCVQ framework allows a dynamic programming based minimum quantization distortion partitioning and quantization process to be performed on input LSP vector tracks in time. Variable duration segments of LSP vector tracks are classified into one of a finite number of language related events. Specific codebooks, designed optimally for each event type, are then employed to vector quantize the individual LSP vectors of a given segment. “high quality” LSP quantization can be easily achieved at an average of 700 bits/sec while “transparent” performance is obtained at an average rate of 800 bits/sec
Keywords :
dynamic programming; linear predictive coding; spectral analysis; speech coding; variable rate codes; vector quantisation; 700 bit/s; 800 bit/s; LPC parameters; LSP quantization; MCVQ; codebooks; dynamic programming; input LSP vector tracks; language related events; minimum quantization distortion partitioning; multicodebook vector quantization; speech coding algorithms; transparent performance; variable bit rate LPC quantization; variable duration segments; Bit rate; Distortion; Dynamic programming; Educational institutions; Laboratories; Linear predictive coding; Speech coding; Speech processing; Speech synthesis; Vector quantization;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.674367