Acoustic modeling for emotion recognition: [electronic resource] /: Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati.

Anne, Koteswara Rao,; Kuchibhotla, Swarna,; Vankayalapati, Hima Deepthi,

doi:10.1007/978-3-319-15530-2

Acoustic modeling for emotion recognition [electronic resource] / Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati.

Anne, Koteswara Rao, author.; Kuchibhotla, Swarna, author.; Vankayalapati, Hima Deepthi, author.

2015

QC243

Available Online

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Title

Acoustic modeling for emotion recognition [electronic resource] / Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati.

Author

Anne, Koteswara Rao, author.

ISBN

9783319155302 electronic book
331915530X electronic book
9783319155296

DOI

https://doi.org/10.1007/978-3-319-15530-2

Published

Cham : Springer, [2015]

Copyright

Language

English

Description

1 online resource (vii, 66 pages).

Item Number

10.1007/978-3-319-15530-2 doi

Call Number

QC243

Dewey Decimal Classification

534

Summary

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.

Bibliography, etc. Note

Includes bibliographical references.

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Access limited to authorized users.

Added Author

Kuchibhotla, Swarna, author.
Vankayalapati, Hima Deepthi, author.

Series

SpringerBriefs in electrical and computer engineering. Speech technology.

Available in Other Form

Print version: 9783319155296

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