DocumentCode :
3490130
Title :
A hybrid LP-harmonics model for low bit-rate speech compression with natural quality
Author :
Abu-Shikhah, Nazih ; Deriche, Mohamed
Author_Institution :
Signal Process. Res. Centre, Queensland Univ. of Technol., Brisbane, Qld., Australia
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
723
Abstract :
We present a new LP-harmonic based speech codec. At the coder the speech signal is pre-processed, and an LP analysis is carried out together with pitch estimation and voicing decision. At the decoder and when the frame is voiced, the encoded parameters are used to estimate the spectrum envelope, and extract and classify the harmonies as either strong or weak depending on their relative distance from multiples of the fundamental frequency. Strong harmonics parameters are then used to generate pure sinusoids, while weak harmonics are used to generate a mixed signal of a pure sinusoid and a random like signal. For unvoiced frames, the excitation for the LP filter is expressed as a white noise signal. The proposed model allows for the mixing of strong and weak periodic signals together with random signals to produce an excitation input that results in natural speech. Informal testing of two versions of the coder operating at 1.82, and 2.56 kbit/s showed that the output speech has high intelligibility, with quality comparable to that of a 4 kbit/s sinusoidal codec
Keywords :
data compression; decoding; frequency estimation; linear predictive coding; spectral analysis; speech coding; speech intelligibility; speech synthesis; white noise; 1.82 kbit/s; 2.56 kbit/s; LP analysis; LP filter; LPC; decoder; harmonics classification; harmonics extraction; low bit-rate speech compression; mixed signal generation; natural quality; natural speech; pitch estimation; pure sinusoids; random like signal; spectrum envelope estimation; speech codec; speech intelligibility; speech signal coding; strong harmonics; unvoiced frames; voicing decision; weak harmonics; white noise signal; Decoding; Frequency estimation; Natural languages; Power harmonic filters; Signal analysis; Signal generators; Speech analysis; Speech codecs; Testing; White noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and its Applications, Sixth International, Symposium on. 2001
Conference_Location :
Kuala Lumpur
Print_ISBN :
0-7803-6703-0
Type :
conf
DOI :
10.1109/ISSPA.2001.950250
Filename :
950250
Link To Document :
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