Kniha Unit Selection Speech Synthesis Using Simulated Annealing Yee Chea Lim

Unit Selection Speech Synthesis Using Simulated Annealing

Basic, Concepts, Methods

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: VDM Verlag
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
58.29
Unit selection speech synthesis creates speech by re-sequencing pre-recorded speech units selected f...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2011
Stránok
128
EAN
9783639344868
ISBN
3639344863
Enbook ID
06841011
Vydavateľ
Hmotnosť
200
Rozmery
152 x 229 x 8

Kompletný popis

Unit selection speech synthesis creates speech by re-sequencing pre-recorded speech units selected from a speech database. The selection of the best unit sequence from the database is treated as a search problem in this book. The unit selection process is based on minimization of target cost and joins cost.This book introduces Simulated Annealing (SA) algorithm to solve unit selection problem in speech synthesis.Viterbi algorithm is commonly used to solve unit selection problem.However,viterbi algorithm consume large amount of computation when speech database is large.The advantage of using SA over viterbi algorithm is shorter computational time is needed since SA not consider the entire hypothesis in the database.Implementation of SA algorithm in this book provide audience about the concept of SA and how it can be implemented in unit selection.

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