Nonlinear analysis of speech from a synthesis perspective (1996)
Abstract / truncated to 115 words
With the emergence of nonlinear dynamical systems analysis over recent years it has become clear that conventional time domain and frequency domain approaches to speech synthesis may be far from optimal. Using state space reconstructions of the time domain speech signal it is, at least in theory, possible to investigate a number of invariant geometrical measures for the underlying system which give a more thorough understanding of the dynamics of the system and therefore the form that any model should take. This thesis introduces a number of nonlinear dynamical analysis tools which are then applied to a database of vowels to extract the underlying invariant geometrical properties. The results of this analysis are then applied, ...
nonlinear analysis – synthesis
Information
- Author
- Banbrook, Mike
- Institution
- University Of Edinburgh
- Supervisor
- Publication Year
- 1996
- Upload Date
- July 2, 2008
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