Speech Features for Stress Recognition

Name: Speech Features for Stress Recognition
Brand: VDM Verlag
SKU: 9783639077797
Price: 47.37 EUR
Availability: InStock

Universal Applicability of State-of-the-Art Methods

Autor: Johannes Luig

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: Skladom u dodávateľa

Odosielame za 14-21 dní

47.37 €

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

Informácie o knihe

Autor

Johannes Luig

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

108

EAN

9783639077797

ISBN

3639077792

Enbook ID

06817010

Vydavateľ

VDM Verlag

Hmotnosť

168

Rozmery

152 x 229 x 7

Kompletný popis

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

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež