| Acoustic Modeling for Emotion Recognition 2015 Edition Contributor(s): Anne, Koteswara Rao (Author), Kuchibhotla, Swarna (Author), Vankayalapati, Hima Deepthi (Author) |
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ISBN: 3319155296 ISBN-13: 9783319155296 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback - Other Formats Published: March 2015 |
| Additional Information |
| BISAC Categories: - Language Arts & Disciplines | Linguistics - General - Technology & Engineering | Electronics - General - Computers | User Interfaces |
| Dewey: 005.437 |
| Series: Springerbriefs in Speech Technology |
| Physical Information: 0.16" H x 6.14" W x 9.21" (0.26 lbs) 66 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This book presents state of art research in speech emotion recognition. Readers are first presented with basic research and applications - gradually more advance information is provided, giving readers comprehensive guidance for classify emotions through speech. Simulated databases are used and results extensively compared, with the features and the algorithms implemented using MATLAB. Various emotion recognition models like Linear Discriminant Analysis (LDA), Regularized Discriminant Analysis (RDA), Support Vector Machines (SVM) and K-Nearest neighbor (KNN) and are explored in detail using prosody and spectral features, and feature fusion techniques. |