Robust Emotion Recognition Using Spectral and Prosodic Features

by K Sreenivasa Rao, Shashidhar G Koolagudi, K. Sreenivasa Rao

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...

• Format: Paperback
• Language: English
• ISBN: 1461463599
• ISBN13: 9781461463597
• Release Date: January 2013
• Publisher: Springer
• Length: 118 Pages
• Weight: 0.45 lbs.
• Dimensions: 0.5" x 6.0" x 9.0"