Acoustic Modeling for Emotion Recognition
Anne, Koteswara Rao, Kuchibhotla, Swarna, Vankayalapati, Hima Deepthi
Produktnummer:
18261ac4237f024a5384ef13c121620115
| Autor: | Anne, Koteswara Rao Kuchibhotla, Swarna Vankayalapati, Hima Deepthi |
|---|---|
| Themengebiete: | Classifying Emotions in Speech Emotion Recognition in Speech Feature Fusion Techniques K-Nearest neighbor Linear Discriminant Analysis Receiver Operating Characteristic Regularized Discriminant Analysis Speech Signal Processing Support Vector Machines |
| Veröffentlichungsdatum: | 30.03.2015 |
| EAN: | 9783319155296 |
| Sprache: | Englisch |
| Seitenzahl: | 66 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
Produktinformationen "Acoustic Modeling for Emotion Recognition"
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.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen