Téléchargez le livre : Simulating Conversations for the Prediction of Speech Quality

Simulating Conversations for the Prediction of Speech Quality



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Springer


Paru le : 2023-06-30



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Description

This book discusses the simulation of conversations through a novel approach of predicting speech quality based on the interactions of two simulated interlocutors. The author describes the setup of a simulation environment that is capable of simulating human dialogue on the speech level. The impact of delay and bursty packet loss on VoIP conversations is investigated and modeled for the use in the simulation. Based on parameters extracted from simulated conversations, the author proposes extensions to the E-model, a parametric model standardized by the International Telecommunications Union, in order to predict the quality of the simulated conversations. The author shows that predictions based on the simulated conversations outperform models that rely on the transmission parameters alone. 
Pages
152 pages
Collection
n.c
Parution
2023-06-30
Marque
Springer
EAN papier
9783031318436
EAN PDF
9783031318443
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
15
Taille du fichier
8090 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
93,08 €
EAN EPUB
9783031318443
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
15
Taille du fichier
12175 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
93,08 €

Thilo Michael received his B.Sc. in Applied Computer Science at the Baden-Wuerttemberg Cooperative State University (DHBW) while working at IBM Germany. He obtained his M.Sc. in Computer Science at the Technische Universität Berlin, which focused on natural language processing and spoken dialogue systems. From 2017 on, he was employed at the Quality and Usability Lab at TU Berlin, where he finished his PhD on the simulation of conversations. As an invited speaker he held presentations on the topics of incremental spoken dialogue and chatbots. 

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