DocumentCode :
353574
Title :
Encoding sinusoidal amplitudes with a minimum phase rational model
Author :
Malik, Najam ; Holmes, W. Harvey
Author_Institution :
Sch. of Electr. Eng. & Telecommun., New South Wales Univ., Sydney, NSW, Australia
Volume :
3
fYear :
2000
fDate :
2000
Firstpage :
1463
Abstract :
In this paper we present an algorithm for encoding sine wave amplitudes with a minimum phase rational model suitable for harmonic coding applications. Voiced speech frames from different male and female speakers show a very large variation in the number of sinusoids that is present, from more than forty to less than ten in 4 kHz speech. The method we propose involves minimization of the squared error, on a log scale, between this highly variable number of spectral amplitudes and the corresponding values of the magnitude response of a parametric pole-zero model. A weighted iterative approach is used to get very low distortion solutions to this nonlinear problem. This new variable-to-fixed encoding algorithm gives especially impressive results in the case of high pitched female voices, where the number of spectral harmonics is less than the number of parameters in the rational model
Keywords :
harmonic analysis; iterative methods; poles and zeros; rational functions; spectral analysis; speech coding; 0 to 4 kHz; 4 kHz speech; female speakers; harmonic coding applications; high pitched female voices; magnitude response; male speakers; minimum phase rational model; nonlinear problem; parametric pole-zero model; sine wave amplitudes; sinusoidal amplitudes; spectral amplitudes; spectral harmonics; speech coding; squared error minimization; variable-to-fixed encoding algorithm; very low distortion solutions; voiced speech frames; weighted iterative approach; Australia; Displays; Dynamic range; Encoding; Frequency measurement; Iterative algorithms; Iterative methods; Minimization methods; Signal processing algorithms; Speech;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
ISSN :
1520-6149
Print_ISBN :
0-7803-6293-4
Type :
conf
DOI :
10.1109/ICASSP.2000.861897
Filename :
861897
Link To Document :
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