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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: 46.86 EUR
Availability: InStock
Author: Nermine Hendy
ISBN: 9783659458736

Nermine Hendy

Jezik

Angleščina

Knjiga Mehka

Koda Libristo: 07176264

Založba LAP Lambert Academic Publishing, september 2014

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

Koda Libristo: 07176264

114 b

46.86 €

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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.