1. A harmonic-noise speech coder of the mixed signal of voiced/unvoiced sound using harmonic model, which comprises a noise spectral estimating means for coding the noise component by predicting the spectral by LPC analysis method after separating the noise component that is unvoiced sound component from the inputted LPC residual signal using cepstrum.