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Speech Emotion Recognition Using Neural Network

Name: Speech Emotion Recognition Using Neural Network
Brand: LAP Lambert Academic Publishing
SKU: 07176264
Price: 50.97 EUR
Availability: InStock
Author: Nermine Hendy
ISBN: 9783659458736

Nermine Hendy

Língua

Inglês

Livro Capa mole

Código Libristo: 07176264

Editoras LAP Lambert Academic Publishing, setembro 2014

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

Código Libristo: 07176264

123 b

50.97 €

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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.