Robust Emotion Recognition using Spectral and Prosodic Features is popular PDF and ePub book, written by K. Sreenivasa Rao in 2013-01-13, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Robust Emotion Recognition using Spectral and Prosodic Features can be Read Online from any device for your convenience.
Robust Emotion Recognition using Spectral and Prosodic Features Book PDF Summary
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.
Detail Book of Robust Emotion Recognition using Spectral and Prosodic Features PDF
- Author : K. Sreenivasa Rao
- Release : 13 January 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781461463603
- Genre : Technology & Engineering
- Total Page : 127 pages
- Language : English
- PDF File Size : 17,8 Mb
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