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, a method for calculating the spectrum converted system unit impulse function is proposed so as to convert the spectral envelope efficiently. The experimental results show this method has good effects.