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A predictive model of prosody through grammatical interface: A computational approach. Unpublished doctoral dissertation (2007)

by T Yoon
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Correlating text with prosody

by Mohamed Abou-zleikha, Julie Carson-berndsen - in 12th Annual Conference of the International Speech Communication Association , 2011
"... The prediction of prosody from text information has long been recognised as a requirement for natural sounding speech synthesis. While an examination of the relationship between text information and prosody typically focuses on the role of accent, duration and phrasing both from a statistical and ru ..."
Abstract - Cited by 1 (1 self) - Add to MetaCart
The prediction of prosody from text information has long been recognised as a requirement for natural sounding speech synthesis. While an examination of the relationship between text information and prosody typically focuses on the role of accent, duration and phrasing both from a statistical and rulebased perspective, this paper investigates the correlation between the similarities calculated with respect to text information and those calculated with respect to prosody from an exemplarbased perspective. Two text features are examined, the syntactic tree and the dependency tree, along with two prosody features, pitch and intensity. The work in this paper investigates 1) the correlation between text information and prosody information 2) the conditional membership probability between text information and prosodic information, and 3) the effect of the number of exemplars on the conditional membership probability. Index Terms: prosody prediction, syntactic tree, dependency tree, prosody text correlation, prosody text similarity
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