ISCA Archive ICSLP 1994
ISCA Archive ICSLP 1994

4kb/s speech coding with small computational amount and memory requirement: ULCELP

Keiichi Funaki, Kazunaga Yoshida, Kazunori Ozawa

This paper proposes a 4 kb/s speech coding method with extremely small computational amount and memory requirements, ULCELP (Ultra small computational amount JLearned CELP). ULCELP is based on the M-LCELP (Multi-mode Learned CELP) method, which was submitted to the North-America TIA halfrate digital cellular telephone standardization contest. In order to drastically reduce the computation and memory requirements, while maintaining good quality synthetic speech at 4 kb/s, the following techniques are developed; (l)Codebooks are changed in accord with voiced and unvoiced segments, (2)Two-stage closed-closed adaptive codebook search with a small computational amount and pitch lag differential coding, (3)A small computational amount and memory requirement excitation codebook search. ULCELP requires less than 3 MOPS of computation amount, and less than 2k word memory (RAM) amount. The MOS subjective evaluation results show that 4 kb/s ULCELP speech quality is close to that of G.726 AD-PCM at 24 kb/s. The result demonstrates that the ULCELP provides sufficient speech quality for voice storage applications.


Cite as: Funaki, K., Yoshida, K., Ozawa, K. (1994) 4kb/s speech coding with small computational amount and memory requirement: ULCELP. Proc. 3rd International Conference on Spoken Language Processing (ICSLP 1994), 2059-2062

@inproceedings{funaki94_icslp,
  author={Keiichi Funaki and Kazunaga Yoshida and Kazunori Ozawa},
  title={{4kb/s speech coding with small computational amount and memory requirement: ULCELP}},
  year=1994,
  booktitle={Proc. 3rd International Conference on Spoken Language Processing (ICSLP 1994)},
  pages={2059--2062}
}