Acoustic Modeling for Emotion Recognition

Nonfiction, Science & Nature, Technology, Electronics, Reference & Language, Language Arts, Linguistics
Cover of the book Acoustic Modeling for Emotion Recognition by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne ISBN: 9783319155302
Publisher: Springer International Publishing Publication: March 14, 2015
Imprint: Springer Language: English
Author: Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
ISBN: 9783319155302
Publisher: Springer International Publishing
Publication: March 14, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book The Contribution of Young Researchers to Bayesian Statistics by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Large Deviations and Asymptotic Methods in Finance by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Public Health Intelligence and the Internet by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book The Ethics of Animal Labor by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Complex Networks VII by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Mechanics of Composite and Multi-functional Materials, Volume 7 by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book The Philosophy of Information Quality by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Cloud Computing and Services Science by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Approximate Quantum Markov Chains by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Personal Narratives, Peripheral Theatres: Essays on the Great War (1914–18) by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Nanostructured Materials for Energy Related Applications by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Selective Reproduction in the 21st Century by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Wireless Mobile Communication and Healthcare by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Trust, Privacy and Security in Digital Business by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
Cover of the book Laser Pulse Heating of Surfaces and Thermal Stress Analysis by Hima Deepthi Vankayalapati, Swarna Kuchibhotla, Koteswara Rao Anne
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy