Speech Features for Stress Recognition

Name: Speech Features for Stress Recognition
Brand: VDM Verlag
SKU: 9783639077797
Price: 50.01 EUR
Availability: InStock

Universal Applicability of State-of-the-Art Methods

Автор: Johannes Luig

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

Изпращаме след 9-15 дни

50.01 € 97.81 лв

In many cases, the way we say something tells more about our feelings and attitudes than what we act...

Информация за книгата

Автор

Johannes Luig

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

108

EAN

9783639077797

ISBN

3639077792

Enbook ID

06817010

Издател

VDM Verlag

Теглоt

168

Размери

152 x 229 x 7

Пълно описание

In many cases, the way we say something tells more about our feelings and attitudes than what we actually say. This is especially true in emotional situations and under the impact of mental stress. Since emotions and stress affect speech behavior, it must be possible to draw conclusions on a speaker's emotional state from characteristic properties of the recorded voice. Speech monitoring is a promising workload assessment technique wherever an individual is responsible for other people's safety, indicating degraded performance due to work overload. Other fields of application include detection improvements for automated speech recognition and emotional speech synthesis. This book deals with the selection and evaluation of appropriate low-level features and derived feature characteristics for automated recognition and classification of speech under varying emotions and mental stress levels. State-of-the-art speech features are evaluated regarding universal applicability to different types of stress. Basic feature extraction code (in Matlab and Praat) is provided as a starting point for own research.

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Speech Features for Stress Recognition

Universal Applicability of State-of-the-Art Methods

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също