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Acoustic Modeling for Emotion Recognition.
・ISBN 978-3-319-15529-6 soft EUR 49.99
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| 著者・編者 | Anne, Koteswara Rao / Kuchibhotla, S. / Vankayalapati, H. D., |
|---|---|
| シリーズ | SpringerBriefs in Electrical and Computer Engineering |
| 出版社 | (Springer, GW) |
| 出版年月 | 2015 |
| ページ数 | x, 72 pp. |
| 言語 | ENG |
| ニュース番号 | ＜624-L1985 624-L2023＞ |
解説
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.