Carte Speech Emotion Recognition Using Neural Network Nermine Hendy

Speech Emotion Recognition Using Neural Network

Autor: Nermine Hendy
Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
268.25 lei
This work emphasizes on recognizing different emotions from speech signals using new technologies of...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2014
Pagini
148
EAN
9783659458736
Enbook ID
07176264
Greutate
237
Dimensiuni
150 x 220 x 9

Descriere completă

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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