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Study of Unit Selection Text-To-Speech Synthesis Algorithms

Name: Study of Unit Selection Text-To-Speech Synthesis Algorithms
Brand: Éditions universitaires européennes
SKU: 9783639560329
Price: 42.28 EUR
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Autor: David Guennec

Jazyk:

Väzba: Brožovaná

Vydavateľ: Éditions universitaires européennes

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42.28 €

This book focuses on the automatic speech synthesis field, and more specifically on unit selection....

Informácie o knihe

Autor

David Guennec

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2017

Stránok

288

EAN

9783639560329

Enbook ID

15764367

Vydavateľ

Éditions universitaires européennes

Hmotnosť

426

Rozmery

152 x 229 x 17

Kompletný popis

This book focuses on the automatic speech synthesis field, and more specifically on unit selection. A deep analysis and a diagnosis of the unit selection algorithm (a lattice search algorithm) is provided. The importance of having the optimal solution is discussed and a new unit selection implementation based on a A algorithm is presented. The IRISA TTS system, built for the study, is also presented. Three cost function enhancements are also presented. The first one is a new way - in the target cost - to minimize important spectral differences by selecting sequences of candidate units that minimize a mean cost instead of an absolute one. This cost is tested on a phonemic duration distance but is applicable to others. Our second proposition is a target sub-cost addressing intonation. It is based on coefficients extracted through a generalized version of Fujisaki's command-response model. This model features gamma functions modeling F0 called atoms. Finally, our third contribution concerns a penalty system that aims at enhancing the concatenation cost. This system is tempered by a fuzzy function that allows to soften penalties for units presenting low concatenation costs.

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Study of Unit Selection Text-To-Speech Synthesis Algorithms

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