Voice morphing using the generative topographic mapping
- In this paper we address the problem of Voice Morphing. We attempt to transform the spectral characteristics of a source speaker's speech signal so that the listener would believe that the speech was uttered by a target speaker. The voice morphing system transforms the spectral envelope as represented by a Linear Prediction model. The transformation is achieved by codebook mapping using the Generative Topographic Mapping, a non-linear, latent variable, parametrically constrained, Gaussian Mixture Model.
- Publication date:
- Local pid:
- Deposit date:
- Copyright date:
Views and Downloads
If you are the owner of this record, you can report an update to it here: Report update to this record