Handling Emotions in Human-Computer Dialogues

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Reference & Language, Language Arts, Linguistics
Cover of the book Handling Emotions in Human-Computer Dialogues by Johannes Pittermann, Angela Pittermann, Wolfgang Minker, Springer Netherlands
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Johannes Pittermann, Angela Pittermann, Wolfgang Minker ISBN: 9789048131297
Publisher: Springer Netherlands Publication: October 28, 2009
Imprint: Springer Language: English
Author: Johannes Pittermann, Angela Pittermann, Wolfgang Minker
ISBN: 9789048131297
Publisher: Springer Netherlands
Publication: October 28, 2009
Imprint: Springer
Language: English

In this book, a novel approach that combines speech-based emotion recognition with adaptive human-computer dialogue modeling is described. With the robust recognition of emotions from speech signals as their goal, the authors analyze the effectiveness of using a plain emotion recognizer, a speech-emotion recognizer combining speech and emotion recognition, and multiple speech-emotion recognizers at the same time. The semi-stochastic dialogue model employed relates user emotion management to the corresponding dialogue interaction history and allows the device to adapt itself to the context, including altering the stylistic realization of its speech. This comprehensive volume begins by introducing spoken language dialogue systems and providing an overview of human emotions, theories, categorization and emotional speech. It moves on to cover the adaptive semi-stochastic dialogue model and the basic concepts of speech-emotion recognition. Finally, the authors show how speech-emotion recognizers can be optimized, and how an adaptive dialogue manager can be implemented. The book, with its novel methods to perform robust speech-based emotion recognition at low complexity, will be of interest to a variety of readers involved in human-computer interaction.

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

In this book, a novel approach that combines speech-based emotion recognition with adaptive human-computer dialogue modeling is described. With the robust recognition of emotions from speech signals as their goal, the authors analyze the effectiveness of using a plain emotion recognizer, a speech-emotion recognizer combining speech and emotion recognition, and multiple speech-emotion recognizers at the same time. The semi-stochastic dialogue model employed relates user emotion management to the corresponding dialogue interaction history and allows the device to adapt itself to the context, including altering the stylistic realization of its speech. This comprehensive volume begins by introducing spoken language dialogue systems and providing an overview of human emotions, theories, categorization and emotional speech. It moves on to cover the adaptive semi-stochastic dialogue model and the basic concepts of speech-emotion recognition. Finally, the authors show how speech-emotion recognizers can be optimized, and how an adaptive dialogue manager can be implemented. The book, with its novel methods to perform robust speech-based emotion recognition at low complexity, will be of interest to a variety of readers involved in human-computer interaction.

More books from Springer Netherlands

Cover of the book Irregular Negatives, Implicatures, and Idioms by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Resilient Cities 2 by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Eicosanoids and the Gastrointestinal Tract by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book The Rationalists: Between Tradition and Innovation by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Climate Change and United States Forests by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book The Politics of Mathematics Education by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Cell Injury and Protection in the Gastrointestinal Tract by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Cadmium: From Toxicity to Essentiality by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book The Self and The Other by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Advances in Small Business Finance by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Occupying Disability: Critical Approaches to Community, Justice, and Decolonizing Disability by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Environmental Hydrology by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book DNA Replication - Damage from Environmental Carcinogens by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Powering Autonomous Sensors by Johannes Pittermann, Angela Pittermann, Wolfgang Minker
Cover of the book Progress in Anterior Eye Segment Research and Practice by Johannes Pittermann, Angela Pittermann, 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