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Simulating Conversations for the Prediction of Speech Quality
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Simulating Conversations for the Prediction of Speech Quality

2023 ed.

Book Details

Format Paperback / Softback
ISBN-10 3031318463
ISBN-13 9783031318467
Edition 2023 ed.
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date Jul 3rd, 2024
Print length 152 Pages
Ksh 13,500.00
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This book discusses the simulation of conversations through a novel approach of predicting speech quality based on the interactions of two simulated interlocutors.
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. 

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