Title :
Pitch-synchronous linear-prediction analysis by synthesis with reduced pulse densities
Author :
Guerchi, D. ; Qian, Y. ; Mermelstein, P.
Author_Institution :
INTS-Telecommun., Univ. du Quebec, Verdun, Que., Canada
Abstract :
An important step toward achieving a high-quality 4 kb/s speech codec is reducing the coding-rate of the stochastic codebook component to near 2 kb/s. The increased reconstruction error in the residual that such low-rate quantization implies motivates the search for techniques that reduce the perceptibility of the errors in the reconstructed signal. Pitch-synchronous estimation of the linear-prediction filter and pitch-synchronous updating of the adaptive codebook reduce the coefficient-estimation error and increase the relative contribution of the adaptive codebook component to the synthesized signal, thereby reducing audible noise. However, pitch synchronous analysis normally results in a variable-rate coder. To obtain a fixed-rate representation, we introduce an efficient representation of the stochastic codebook component using a pulse density of one pulse per 2 ms and signed magnitudes specified by 2 bits per pulse-pair. The resulting reconstructions are evaluated for CELP coders corresponding to classical and generalized-pitch-predictor designs. In both cases speech quality comparable to 8 kb/s G.729 is achieved
Keywords :
adaptive codes; filtering theory; linear predictive coding; signal reconstruction; signal representation; speech codecs; speech coding; 4 kbit/s; CELP coders; adaptive codebook; audible noise reduction; coding-rate reduction; coefficient-estimation error; fixed-rate representation; linear-prediction analysis by synthesis; linear-prediction filter; low-rate quantization; pitch synchronous analysis; pitch-synchronous estimation; pitch-synchronous updating; pulse density; reconstructed signal; residual reconstruction error; signed magnitudes; speech codec; speech coding; speech quality; stochastic codebook component; Acoustic noise; Adaptive filters; Estimation error; Frequency estimation; Linear predictive coding; Quantization; Signal synthesis; Speech codecs; Speech synthesis; Stochastic processes;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861917