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Simulating conversations for the pre...

Michael, Thilo.

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Simulating conversations for the prediction of speech quality

Record Type:	Electronic resources : Monograph/item
Title/Author:	Simulating conversations for the prediction of speech quality/ by Thilo Michael.
Author:	Michael, Thilo.
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	xvi, 152 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction -- Speech Transmission -- Simulation Architecture -- Simulating Interactivity and Delay -- Simulating Conversation Disruptions and Packet Loss -- Conversational Quality Predictions -- Conclusion.
Contained By:	Springer Nature eBook
Subject:	Speech processing systems. -
Online resource:	https://doi.org/10.1007/978-3-031-31844-3
ISBN:	9783031318443

Simulating conversations for the prediction of speech quality
Michael, Thilo.

Simulating conversations for the prediction of speech quality[electronic resource] /by Thilo Michael. - Cham :Springer Nature Switzerland :2023. - xvi, 152 p. :ill. (some col.), digital ;24 cm. - T-Labs series in telecommunication services,2192-2829. - T-Labs series in telecommunication services..

Introduction -- Speech Transmission -- Simulation Architecture -- Simulating Interactivity and Delay -- Simulating Conversation Disruptions and Packet Loss -- Conversational Quality Predictions -- Conclusion.

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. Presents the overview of a technical setup of a simulation able to replicate individual interactions Includes insights into the changes of individual interactions that occur due to delay and packet loss Describes and extends the state-of-the-art in parametric speech quality prediction.

ISBN: 9783031318443

Standard No.: 10.1007/978-3-031-31844-3doiSubjects--Topical Terms:

590570
Speech processing systems.

LC Class. No.: TK7882.S65

Dewey Class. No.: 006.454

Simulating conversations for the prediction of speech quality
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245 1 0 $a Simulating conversations for the prediction of speech quality $h [electronic resource] / $c by Thilo Michael.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xvi, 152 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a T-Labs series in telecommunication services, $x 2192-2829
505 0 $a Introduction -- Speech Transmission -- Simulation Architecture -- Simulating Interactivity and Delay -- Simulating Conversation Disruptions and Packet Loss -- Conversational Quality Predictions -- Conclusion.
520 $a 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. Presents the overview of a technical setup of a simulation able to replicate individual interactions Includes insights into the changes of individual interactions that occur due to delay and packet loss Describes and extends the state-of-the-art in parametric speech quality prediction.
650 0 $a Speech processing systems. $3 590570
650 0 $a Voice computing $x Simulation methods. $3 3661947
650 0 $a Speech synthesis. $3 887882
650 0 $a Internet telephony. $3 590070
650 1 4 $a Digital and Analog Signal Processing. $3 3538815
650 2 4 $a User Interfaces and Human Computer Interaction. $3 892554
650 2 4 $a Natural Language Processing (NLP) $3 3381674
650 2 4 $a Engineering Acoustics. $3 1533220
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a T-Labs series in telecommunication services. $3 1567837
856 4 0 $u https://doi.org/10.1007/978-3-031-31844-3
950 $a Engineering (SpringerNature-11647)