» » Robust Emotion Recognition using Spectral & Prosodic Feature

Information of news
  • Author: sheva370
  • Date: 13-11-2013, 00:20
13-11-2013, 00:20

Robust Emotion Recognition using Spectral & Prosodic Feature

Category: E-Books

Robust Emotion Recognition using Spectral & Prosodic Feature
Robust Emotion Recognition using Spectral and Prosodic Features
English | ISBN: 1461463599 | 2013 | 118 pages | PDF | 3 Mb

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.




Site BBcode/HTML Code:

Tags to an Article: Robust, Emotion, Recognition, using, Spectral

Dear visitor, you went to the site as unregistered user.
We recommend you Sign up or Login to website under your name.
Would you like to leave your comment? Please Login to your account to leave comments. Don't have an account? You can create a free account now.