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Na, Xingyu; Garner, Philip N. (2013)
Publisher: Idiap
Languages: English
Types: Article
Subjects: speech synthesis, pitch target approximation, Pitch modelling

Classified by OpenAIRE into

arxiv: Computer Science::Sound
In this paper, we investigate pitch contour modelling in speech synthesis based on segmental units. A convolutional pitch target approximation model is proposed. This model allows jointly stochastic modelling of framewise pitch and pitch contour of longer units, of which the intuitive relations are revealed by a convolutional target approximation filter. The pitch contour is stylized by a linear representation called pitch target. In synthesis stage, the likelihood of the framewise model and the pitch target model are jointly maximized using a Toeplitz matrix representing the discrete convolutional filter.
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