Simulating Conversations for the Prediction of Speech Quality
Michael, Thilo.
Simulating Conversations for the Prediction of Speech Quality [electronic resource] / by Thilo Michael. - 1st ed. 2023. - XVI, 152 p. 87 illus., 80 illus. in color. online resource. - T-Labs Series in Telecommunication Services, 2192-2829 . - T-Labs Series in Telecommunication Services, .
Acceso multiusuario
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 .
9783031318443
Signal processing.
User interfaces (Computer systems).
Human-computer interaction.
Natural language processing (Computer science).
Acoustical engineering.
Digital and Analog Signal Processing.
User Interfaces and Human Computer Interaction.
Natural Language Processing (NLP).
Engineering Acoustics.
TK5102.9
621.3822
Simulating Conversations for the Prediction of Speech Quality [electronic resource] / by Thilo Michael. - 1st ed. 2023. - XVI, 152 p. 87 illus., 80 illus. in color. online resource. - T-Labs Series in Telecommunication Services, 2192-2829 . - T-Labs Series in Telecommunication Services, .
Acceso multiusuario
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 .
9783031318443
Signal processing.
User interfaces (Computer systems).
Human-computer interaction.
Natural language processing (Computer science).
Acoustical engineering.
Digital and Analog Signal Processing.
User Interfaces and Human Computer Interaction.
Natural Language Processing (NLP).
Engineering Acoustics.
TK5102.9
621.3822
