Speech Emotion Recognition Using Neural Network

Name: Speech Emotion Recognition Using Neural Network
Brand: LAP Lambert Academic Publishing
SKU: 9783659458736
Price: 1101 CZK
Availability: InStock

Autor: Nermine Hendy

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

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This work emphasizes on recognizing different emotions from speech signals using new technologies of...

Informace o knize

Autor

Nermine Hendy

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

148

EAN

9783659458736

Enbook ID

07176264

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

237

Rozměry

150 x 220 x 9

Kompletní popis

This work emphasizes on recognizing different emotions from speech signals using new technologies of the Neural Networks. Historical background and other technical information are illustrated in details. Using five different ANN architectures, a large online database with extracted features from different speeches, it will be shown that different factors have high impact on the classification success rate. Several experiments were carried out to show how these factors can be tuned to achieve a success rate of 85% and even more. Results and data are all submitted with a declaring steps to help new workers to start.

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Speech Emotion Recognition Using Neural Network

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