In this work a sound transformation model based on Gaussian Mixture Models is introduced and evaluated for audio morphing. To this aim, the GMM is used to build the acous- tic model of the source sound, and a set of conversion func- tions, which rely on the acoustic model, is used to trans- form the source sound. The method is experimented on a set of monophonic sounds and results show that it provides promising features.