Emotion Recognition using Speech Features Paperback / softback
by K. Sreenivasa Rao, Shashidhar G. Koolagudi
Part of the SpringerBriefs in Speech Technology series
Paperback / softback
Description
“Emotion Recognition Using Speech Features” provides coverage of emotion-specific features present in speech.
The author also discusses suitable models for capturing emotion-specific information for distinguishing different emotions. The content of this book is important for designing and developing natural and sophisticated speech systems.
In this Brief, Drs. Rao and Koolagudi lead a discussion of how emotion-specific information is embedded in speech and how to acquire emotion-specific knowledge using appropriate statistical models.
Additionally, the authors provide information about exploiting multiple evidences derived from various features and models.
The acquired emotion-specific knowledge is useful for synthesizing emotions.
Features includes discussion of:• Global and local prosodic features at syllable, word and phrase levels, helpful for capturing emotion-discriminative information; • Exploiting complementary evidences obtained from excitation sources, vocal tract systems and prosodic features in order to enhance the emotion recognition performance; • Proposed multi-stage and hybrid models for improving the emotion recognition performance.
This brief is for researchers working in areas related to speech-based products such as mobile phone manufacturing companies, automobile companies, and entertainment products as well as researchers involved in basic and applied speech processing research.
Information
-
Item not Available
- Format:Paperback / softback
- Pages:124 pages, 39 Tables, black and white; 6 Illustrations, color; 24 Illustrations, black and white; XI
- Publisher:Springer-Verlag New York Inc.
- Publication Date:07/11/2012
- Category:
- ISBN:9781461451426
Other Formats
- PDF from £38.24
Information
-
Item not Available
- Format:Paperback / softback
- Pages:124 pages, 39 Tables, black and white; 6 Illustrations, color; 24 Illustrations, black and white; XI
- Publisher:Springer-Verlag New York Inc.
- Publication Date:07/11/2012
- Category:
- ISBN:9781461451426
