Title :
Frequency-varying sinusoidal modeling of speech
Author :
Marques, Jorge S. ; Almeida, Luis B.
Author_Institution :
Instituto de Engenharia de Sistemas e Computadores, Lisboa, Portugal
fDate :
5/1/1989 12:00:00 AM
Abstract :
A sinusoidal model is presented where the nonstationary nature of speech is considered by using a time-varying frequency and amplitude for each sinusoid. The proposed model generalizes other sinusoidal models while still having an analytically tractable short-time spectrum. The estimation of the parameters of the sinusoids is done in the frequency domain by a suboptimal linear estimator. The experimental results obtained with the proposed model illustrate its ability to represent nonstationary speech frames.<>
Keywords :
spectral analysis; speech analysis and processing; frequency domain; frequency varying sinusoidal modelling; nonstationary speech frames; short-time spectrum; suboptimal linear estimator; time varying amplitude; Acoustics; Amplitude estimation; Fourier transforms; Frequency domain analysis; Frequency estimation; Mathematical model; Parameter estimation; Signal analysis; Spectral analysis; Speech;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on