TY  - BOOK
AU  - Michael,Thilo
ED  - SpringerLink (Online service)
TI  - Simulating Conversations for the Prediction of Speech Quality
T2  - T-Labs Series in Telecommunication Services,
SN  - 9783031318443
AV  - TK5102.9 
U1  - 621.3822 23
PY  - 2023///
CY  - Cham
PB  - Springer Nature Switzerland, Imprint: Springer
KW  - Signal processing
KW  - User interfaces (Computer systems)
KW  - Human-computer interaction
KW  - Natural language processing (Computer science)
KW  - Acoustical engineering
KW  - Digital and Analog Signal Processing
KW  - User Interfaces and Human Computer Interaction
KW  - Natural Language Processing (NLP)
KW  - Engineering Acoustics
N1  - Acceso multiusuario; Introduction -- Speech Transmission -- Simulation Architecture -- Simulating Interactivity and Delay -- Simulating Conversation Disruptions and Packet Loss -- Conversational Quality Predictions -- Conclusion
N2  - 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
UR  - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-31844-3
ER  -