Description: Robust Emotion Recognition using Spectral and Prosodic Features, Paperback by Rao, K. Sreenivasa; Koolagudi, Shashidhar G., ISBN 1461463599, ISBN-13 9781461463597, Like New Used, Free shipping in the US 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 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.
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Book Title: Robust Emotion Recognition using Spectral and Prosodic Features
Number of Pages: Xii, 118 Pages
Publication Name: Robust Emotion Recognition Using Spectral and Prosodic Features
Language: English
Publisher: Springer New York
Publication Year: 2013
Subject: Signals & Signal Processing, User Interfaces, Intelligence (Ai) & Semantics, Speech & Audio Processing, Computer Vision & Pattern Recognition, Linguistics / General, Social Aspects / Human-Computer Interaction
Type: Textbook
Item Weight: 74.7 Oz
Author: K. Sreenivasa Rao, Shashidhar G. Koolagudi
Item Length: 9.3 in
Subject Area: Computers, Technology & Engineering, Language Arts & Disciplines
Item Width: 6.1 in
Series: Springerbriefs in Speech Technology Ser.
Format: Trade Paperback
