Produktbild: Handling Emotions in Human-Computer Dialogues
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Handling Emotions in Human-Computer Dialogues

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

16.11.2014

Verlag

Springer Netherland

Seitenzahl

276

Maße (L/B/H)

23,5/15,5/1,6 cm

Gewicht

441 g

Auflage

2010

Sprache

Englisch

ISBN

978-94-007-9170-1

Beschreibung

Rezension

"...the book offers a complete and up-to-date view of the emotion recognition problems and some interesting insights on how to solve them. "Handling Emotions in Human-Computer Dialogues" is an excellent book both for experts and for readers who want to specialize within the area of affective spoken dialogue systems."

(Federica Cavicchio,
Language Resources and Evaluation
, 2011.)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

16.11.2014

Verlag

Springer Netherland

Seitenzahl

276

Maße (L/B/H)

23,5/15,5/1,6 cm

Gewicht

441 g

Auflage

2010

Sprache

Englisch

ISBN

978-94-007-9170-1

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Handling Emotions in Human-Computer Dialogues
  • 1. Introduction. 1.1 Spoken Language Dialogue Systems.1.2 Enhancing a Spoken Language Dialogue System.1.3 Challenges in Dialogue Management Development. 1.4 Issues in User Modeling. 1.5 Evaluation of Dialogue Systems. 1.6 Summary of Contributions.-
    2. Human Emotions. 2.1 Definition of Emotion. 2.2 Theories of Emotion and Categorization. 2.3 Emotional Labeling. 2.4 Emotional Speech Databases/Corpora. 2.5 Discussion.-
    3. Adaptive Human-Computer Dialogue.3.1 Background and Related Research. 3.2 User-State and Situation Management. 3.3 Dialogue Strategies and Control Parameters. 3.4 Integrating Speech Recognizer Confidence Measures into Adaptive Dialogue Management. 3.5 Integrating Emotions into Adaptive Dialogue Management. 3.6 A Semi-Stochastic Dialogue Model. 3.7 A Semi-Stochastic Combined Emotional. 3.8 A Semi-Stochastic Combined Emotional Dialogue Model. 3.9 Extending the Semi-Stochastic Combined Emotional Dialogue Model. 3.10 Discussion.-
    4. Hybrid Approach to Speech-Emotion Recognition. 4.1 Signal Processing. 4.2 Classifiers for Emotion Recognition. 4.3 Existing Approaches to Emotion Recognition. 4.4 HMM-based Speech Recognition. 4.5 HMM-based Emotion Recognition. 4.6 Combined Speech and Emotion Recognition. 4.7 Emotion Recognition by Linguistic Analysis. 4.8 Discussion.-
    5. Implementation. 5.1 Emotion Recognizer Optimizations. 5.2 Using Multiple (Speech-) Emotion Recognizers. 5.3 Implementation of our Dialogue Manager. 5.4 Discussion.-
    6. Evaluation. 6.1 Description of Dialogue System Evaluation Paradigms. 6.2 Speech Data Used for the Emotion Recognizer Evaluation. 6.3 Performance of our Emotion Recognizer. 6.4 Evaluation of our Dialogue Manager. 6.5 Discussion.-
    7. Conclusion and Future Directions.-
    A. Emotional Speech Databases.-
    B. Used Abbreviations.-
    References.-
    Index