Title :
Perceptual Pre-weighting and Post-inverse weighting for Speech Coding
Author :
Shetty, Niranjan ; Gibson, Jerry D.
Author_Institution :
Univ. of California, Santa Barbara
Abstract :
We investigate the effect on voice quality of perceptual pre-weighting of the input speech to a codec, and post- inverse weighting the output of the codec. The G.726 adaptive differential pulse code modulation (ADPCM) codec and the AMR narrowband (AMR-NB) code excited linear prediction (CELP) codec are employed in our experiments. The weighting function used has the same form as that of the perceptual weighting function for the analysis-by-synthesis codebook search in AMR- NB. We observe a significant improvement in voice quality at rates of 16 and 24 kbps in the case of G.726 when perceptual weighting is used. When we use pre-weighting with the AMR codec, the unweighted squared error is used within the analysis- by-synthesis codebook search loop, and we find that the quality of the pre-weighted approach is comparable to the quality achieved by the standard AMR codec. The proposed pre-weighting method requires an additional bit-rate of 1.35 kbps to communicate the linear prediction (LP) coefficients of the original speech input to the decoder.
Keywords :
differential pulse code modulation; speech codecs; speech coding; G.726 adaptive differential pulse code modulation; analysis-by-synthesis codebook search; code excited linear prediction codec; perceptual preweighting; post-inverse weighting; speech coding; Code standards; Decoding; Filters; Narrowband; Psychoacoustic models; Psychology; Pulse modulation; Speech analysis; Speech codecs; Speech coding;
Conference_Titel :
Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2109-1
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2007.4487268