Relaxed Code-Excited Linear Prediction (RCELP)

While code-excited linear prediction shows good performance for bitrates above 8 kbits/s, the quality of the speech-specific waveform coding scheme drops noticeably at lower rates. At such low rates, all information included in the waveform of the speech cannot be correctly coded. On the other hand, parametric speech coders also called vocoders concentrate only on key perceptual features of speech, rather than the entire waveform. By encoding parameters of a linear model of speech, speech parametric coding can reach rates of 4 kbits/s down to 0.5 kbits/s, thought the quality is often qualified as synthetic. The relaxed code-excited linear prediction (RCELP) is a way of extending the code-excited linear prediction coding scheme towards low rates by keeping a natural speech quality. RCELP uses the generalised analysis-by-synthesis paradigm, which relaxes the waveform-matching constraints without affecting speech quality. The basic principle is to ease the encoding of the signal by modifying appropriately the input signal.

[1]  Yang Gao,et al.  The SMV algorithm selected by TIA and 3GPP2 for CDMA applications , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[2]  Milan Jelinek,et al.  Signal modification method for variable bit rate wide-band speech coding , 2005, IEEE Transactions on Speech and Audio Processing.

[3]  Sharath Manjunath,et al.  EVRC-Wideband: The New 3GPP2 Wideband Vocoder Standard , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

[4]  P. Kroon,et al.  Generalized analysis-by-synthesis coding and its application to pitch prediction , 1992, [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[5]  Unto K. Laine,et al.  Splitting the unit delay [FIR/all pass filters design] , 1996, IEEE Signal Process. Mag..

[6]  W. Bastiaan Kleijn,et al.  A 5.85 kbits CELP algorithm for cellular applications , 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.