| Description |
1 online resource (x, 276 pages) : illustrations |
| Contents |
1. Introduction -- 2. Human Emotions -- 3. Adaptive Human-Computer Dialogue -- 4. Hybrid Approach to Speech-Emotion Recognition -- 5. Implementation -- 6. Evaluation -- 7. Conclusion and Future Directions -- A. Emotional Speech Databases. B. Used Abbreviations. References -- Index |
| Summary |
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, inc |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Automatic speech recognition.
|
|
Human-computer interaction.
|
|
Emotions -- Computer simulation
|
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COMPUTERS -- Optical Data Processing.
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Automatic speech recognition
|
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Emotions -- Computer simulation
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Human-computer interaction
|
| Form |
Electronic book
|
| Author |
Pittermann, Angela.
|
|
Minker, Wolfgang.
|
| ISBN |
9789048131297 |
|
9048131294 |
|
