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A novel voice conversion (VC) method using a state-space model (SSM) is presented. The SSM, which has never been shown before in the context of VC, has the advantage of explicitly modelling spectral parameter trajectory. Thus, it will be superior to the conventional Gaussian mixture model (GMM)-based method, where the conversion algorithm is performed on a frame-by-frame procedure, ignoring the correlation...
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