Polynomial quasi-harmonic models for speech analysis and synthesis
Gary Fay, Éric Moulines, Olivier Cappé, Frédéric Bimbot · 2002
Harmonic plus noise models have been successfully applied to a broad range of speech processing applications, including, among others, low bit-rate speech coding, and speech restoration and transformation. In conventional methods, the frequencies, the relative phases and the amplitudes of the pitch-harmonic components are assumed to be piecewise constants over an analysis frame. This assumption is inadequate in segments where fast variations of these parameters may occur, e.g. phoneme-to-phoneme boundaries or speech onsets. In this paper, a time-varying model of the pitch-harmonic parameter is presented. It is based on a basis expansion technique, consisting in representing the time-varying functions as a linear combination of a fixed basis function. An estimation procedure for the parameters of this expansion is presented. Results are provided to demonstrate the effectiveness of this approach.