Kniha Speech Emotion Recognition Using Neural Network Nermine Hendy

Speech Emotion Recognition Using Neural Network

Autor: Nermine Hendy
Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
48.36
This work emphasizes on recognizing different emotions from speech signals using new technologies of...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2014
Stránok
148
EAN
9783659458736
Enbook ID
07176264
Hmotnosť
237
Rozmery
150 x 220 x 9

Kompletný 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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