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Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec)

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Description:In this brief, the authors discuss recently explored spectral (sub-segmental and pitch synchronous) and prosodic (global and local features at word and syllable levels in different parts of the utterance) features for discerning emotions in a robust manner.The authors also delve into the complementary evidences obtained from excitation source, vocal tract system and prosodic features for the purpose of enhancing emotion recognition performance. Features based on speaking rate characteristics are explored with the help of multi-stage and hybrid models for further improving emotion recognition performance. Proposed spectral and prosodic features are evaluated on real life emotional speech corpus.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec). To get started finding Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec), you are right to find our website which has a comprehensive collection of manuals listed.
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Pages: 127

Format: PDF, EPUB & Kindle Edition

Publisher: —

Release: 2014

ISBN: 1461463602

Description: In this brief, the authors discuss recently explored spectral (sub-segmental and pitch synchronous) and prosodic (global and local features at word and syllable levels in different parts of the utterance) features for discerning emotions in a robust manner.The authors also delve into the complementary evidences obtained from excitation source, vocal tract system and prosodic features for the purpose of enhancing emotion recognition performance. Features based on speaking rate characteristics are explored with the help of multi-stage and hybrid models for further improving emotion recognition performance. Proposed spectral and prosodic features are evaluated on real life emotional speech corpus.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec). To get started finding Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec)

Robust Emotion Recognition Using Spectral and Prosodic Features (Springerbriefs in Electrical and Computer Engineering, Speec)

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