Spectral envelope conversion is an important content of voice conversion. Based on bilinear transform function, spectral envelope can be efficiently converted even with small training speech database. In this paper, based on LPC analysis and calculating the spectrum converted system unit impulse function, a method for calculating spectrum converted LPC coefficients is proposed, by which the spectral envelope is converted efficiently.