Articles liés à Unit Selection Speech Synthesis Using Simulated Annealing:...

Unit Selection Speech Synthesis Using Simulated Annealing: Basic, Concepts, Methods - Couverture souple

Lim, Yee Chea; Swee Tan, Tian; M. Zainuddin, Zaitul

 
9783639344868: Unit Selection Speech Synthesis Using Simulated Annealing: Basic, Concepts, Methods
Couverture souple
ISBN 10 : 3639344863 ISBN 13 : 9783639344868
Editeur : VDM Verlag Dr. Müller, 2011

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Biographie de l'auteur

Lim Yee Chea: Studied M.Sci(Mathematics), B.Sci(Industrial Mathematics)at Universiti Teknologi Malaysia. Researcher at Center for Biomedical Engineering, Transportation Research Alliance(TRA), Universiti Teknologi Malaysia.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
VDM Verlag Dr. Müller
Date d'édition
2011
Langue
anglais
ISBN 10 
3639344863
ISBN 13 
9783639344868
Reliure
Broché
Nombre de pages
128
Coordonnées du fabricant
non disponible
Personne responsable
non disponible