DocumentCode :
1843771
Title :
Enhanced spectral modeling for MBE speech coders
Author :
Teague, Keith A. ; Andrews, Walter D.
Author_Institution :
Sch. of Electr. & Comput. Eng., Oklahoma State Univ., Stillwater, OK, USA
Volume :
2
fYear :
1997
fDate :
2-5 Nov. 1997
Firstpage :
1071
Abstract :
Low rate speech coders based on MBE or STC models require an accurate representation of a discrete set of significant spectral amplitudes for proper performance. Although compact and easy to code, classical linear predictive spectrum representations model adequately only the general short time spectral envelope, rather than the desired discrete amplitudes. A technique for objectively enhancing the accuracy of a linear predictive spectrum representation through the use of cubic spline interpolation and amplitude compression is described, along with a perceptual enhancement technique based on mel-warping the spectrum. When incorporated into a 2400 bps MBE-type coder (EMBE 2400), the objective enhancements applied to an order-14 LP model are shown to be superior, in terms of spectral distortion, to an unmodified order-22 LP model. Additionally, the perceptual enhancement is shown to provide reduced spectral distortion in the relevant frequency band.
Keywords :
data compression; interpolation; linear predictive coding; signal representation; spectral analysis; speech coding; splines (mathematics); vocoders; 2400 bit/s; MBE speech coders; STC model; amplitude compression; cubic spline interpolation; discrete amplitudes; frequency band; linear predictive spectrum representations; low rate speech coders; mel-warping; multiband excitation; perceptual enhancement; performance; short time spectral envelope; spectral amplitude representation; spectral distortion; spectral modeling; Bit rate; Code standards; Equations; Frequency domain analysis; Interpolation; Predictive models; Speech analysis; Speech enhancement; Spline; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
ISSN :
1058-6393
Print_ISBN :
0-8186-8316-3
Type :
conf
DOI :
10.1109/ACSSC.1997.679070
Filename :
679070
Link To Document :
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