Towards Adaptive Spoken Dialog Systems

Nonfiction, Science & Nature, Technology, Electronics, Computers, Database Management
Cover of the book Towards Adaptive Spoken Dialog Systems by Alexander Schmitt, Wolfgang Minker, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Alexander Schmitt, Wolfgang Minker ISBN: 9781461445937
Publisher: Springer New York Publication: September 19, 2012
Imprint: Springer Language: English
Author: Alexander Schmitt, Wolfgang Minker
ISBN: 9781461445937
Publisher: Springer New York
Publication: September 19, 2012
Imprint: Springer
Language: English

In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Spoken Dialog Systems (SDS). The presented stochastic methods allow a flexible, portable and  accurate use. 

Beginning with the foundations of machine learning and pattern recognition, this monograph examines how frequently users show negative emotions in spoken dialog systems and develop novel approaches to speech-based emotion recognition using hybrid approach to model emotions. The authors make use of statistical methods based on acoustic, linguistic and contextual features to examine the relationship between the interaction flow and the occurrence of emotions using non-acted  recordings several thousand real users from commercial and non-commercial SDS.

Additionally, the authors present novel statistical methods that spot problems within a dialog based on interaction patterns. The approaches enable future SDS to offer more natural and robust interactions. This work provides insights, lessons and  inspiration for future research and development, not only for spoken dialog systems, but for data-driven approaches to human-machine interaction in general.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Spoken Dialog Systems (SDS). The presented stochastic methods allow a flexible, portable and  accurate use. 

Beginning with the foundations of machine learning and pattern recognition, this monograph examines how frequently users show negative emotions in spoken dialog systems and develop novel approaches to speech-based emotion recognition using hybrid approach to model emotions. The authors make use of statistical methods based on acoustic, linguistic and contextual features to examine the relationship between the interaction flow and the occurrence of emotions using non-acted  recordings several thousand real users from commercial and non-commercial SDS.

Additionally, the authors present novel statistical methods that spot problems within a dialog based on interaction patterns. The approaches enable future SDS to offer more natural and robust interactions. This work provides insights, lessons and  inspiration for future research and development, not only for spoken dialog systems, but for data-driven approaches to human-machine interaction in general.

More books from Springer New York

Cover of the book Physics of the Plasma Universe by Alexander Schmitt, Wolfgang Minker
Cover of the book Software Radio by Alexander Schmitt, Wolfgang Minker
Cover of the book Community Intervention by Alexander Schmitt, Wolfgang Minker
Cover of the book Perinatal and Prenatal Disorders by Alexander Schmitt, Wolfgang Minker
Cover of the book High-Level Verification by Alexander Schmitt, Wolfgang Minker
Cover of the book Foot and Ankle Arthroscopy by Alexander Schmitt, Wolfgang Minker
Cover of the book Weather Matters for Energy by Alexander Schmitt, Wolfgang Minker
Cover of the book Human Auditory Development by Alexander Schmitt, Wolfgang Minker
Cover of the book The Geometry of Schemes by Alexander Schmitt, Wolfgang Minker
Cover of the book The New Collective Bargaining by Alexander Schmitt, Wolfgang Minker
Cover of the book User Guides, Manuals, and Technical Writing by Alexander Schmitt, Wolfgang Minker
Cover of the book Genetic Programming Theory and Practice XI by Alexander Schmitt, Wolfgang Minker
Cover of the book Home Fire Sprinkler Cost Assessment by Alexander Schmitt, Wolfgang Minker
Cover of the book Nonparametric Statistics for Applied Research by Alexander Schmitt, Wolfgang Minker
Cover of the book Dyadic Decision Making by Alexander Schmitt, Wolfgang Minker
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy