DocumentCode :
323745
Title :
A new approach to modeling excitation in very low-rate speech coding
Author :
Ghaemmaghami, S. ; Deriche, M.
Author_Institution :
Signal Process. Res. Centre, Queensland Univ., Brisbane, Qld., Australia
Volume :
2
fYear :
1998
fDate :
12-15 May 1998
Firstpage :
597
Abstract :
A new method for two-band approximation of excitation signals in an LPC model, to improve speech naturalness in very low rate coding, is proposed. Based on a simplified model of multi-band excitation, the method accurately determines the degree of periodicity, using the concept of instantaneous frequency (IF) estimation in the frequency domain. The harmonic structure in the spectrum of LPC residual, within individual bands, is identified based on flatness of the IF as a criterion for pitch and voicing detection. On this basis, the excitation is modelled by combining a predefined periodic signal in the lower band and a random signal in the higher band. It is shown that this improves considerably the naturalness of reconstructed speech in very low rate coding in comparison with that obtained using traditional binary excitation. The performance of the technique is also given in temporal decomposition (TD) based coding at 800 b/s
Keywords :
frequency estimation; frequency-domain analysis; harmonic analysis; linear predictive coding; spectral analysis; speech coding; speech synthesis; 800 bit/s; IF estimation; LPC model; LPC residual spectrum; VLBR coding; degree of periodicity; excitation modelling; excitation signals; frequency domain; harmonic structure; instantaneous frequency estimation; multi-band excitation; pitch detection; predefined periodic signal; random signal; reconstructed speech; speech coding; speech naturalness; temporal decomposition based coding; two-band approximation; very low bit rate coding; voicing detection; Australia; Band pass filters; Discrete Fourier transforms; Filtering; Frequency estimation; Linear predictive coding; Signal processing; Speech coding; Speech enhancement; Speech processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
ISSN :
1520-6149
Print_ISBN :
0-7803-4428-6
Type :
conf
DOI :
10.1109/ICASSP.1998.675335
Filename :
675335
Link To Document :
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