Optimizing gain codebook of LD-CELP
Gang Zhang, Keming Xie, Xueying Zhang, Liying Huangfu · 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). · 2003
The paper combines the Jayant adaptive quantization (Jayant, N.S., Bell Syst. Tech. J., vol.52, p.1119-44, 1973) and the gain prediction of G.728 to propose a scheme suitable for designing the gain codebook of LD-CELP, in which the exact gain value is adaptively predicted and adaptively quantized. In this method, for adaptive quantization gain of 3 bit and 4 bit, the SNR has been increased by 0.5 dB and 6 dB, respectively, compared to that of G.728. If 4-bit adaptive quantization and the shape codebook of 64 codevectors are adopted, the complexity of G.728 could be reduced by 20% while SNR has 1 dB improvement compared with G.728. When the order of the synthesis filter is reduced from 50 to 30, the SNR is not changed and the complexity of G.728 is decreased by 40%.