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Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction

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Handling Emotions in Human-Computer Dialogues (Hardcover, 2010 ed.) Loot Price: R3,191
Discovery Miles 31 910
Handling Emotions in Human-Computer Dialogues (Hardcover, 2010 ed.): Johannes Pittermann, Angela Pittermann, Wolfgang Minker

Handling Emotions in Human-Computer Dialogues (Hardcover, 2010 ed.)

Johannes Pittermann, Angela Pittermann, Wolfgang Minker

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Loot Price R3,191 Discovery Miles 31 910 | Repayment Terms: R299 pm x 12*

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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.

General

Imprint: Springer
Country of origin: Netherlands
Release date: November 2009
First published: 2010
Authors: Johannes Pittermann • Angela Pittermann • Wolfgang Minker
Dimensions: 235 x 155 x 17mm (L x W x T)
Format: Hardcover
Pages: 276
Edition: 2010 ed.
ISBN-13: 978-90-481-3128-0
Categories: Books > Language & Literature > Language & linguistics > Computational linguistics
Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction
Books > Computing & IT > Applications of computing > Audio processing > Speech recognition & synthesis
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LSN: 90-481-3128-6
Barcode: 9789048131280

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