Title Of Paper:
 
 
A Novel Method for Speaker Identification Using Brain Emotional Learning Based Classifier
Author's Name :  N. Elhami fard, S. Setayeshi, M. Mosleh
KeyWords:  Speaker identification, brain emotional learning, BEL classifier
Pages:  37 -47
Volume: 3
Issue: 5
Year: 2015
Abstract:
 

Nowadays, due to the widespread use of communication systems, the importance of  implementing a new system security is more crucial than ever. The human voice, which contains information such as the speaker's language, emotion, sexuality and identity,  is a place in the last few decades that many researchers have considered. In the speaker identification systems that have been proposed, emotion factor of the speaker's voice signal is considered as a negative factor, but it has been shown that the emotion and excitement, is not only a negative factor but also just a strong ability to make decisions quickly and is satisfactory. Here, a new system have proposed to identify the speaker by using a classifier based on brain emotional learning algorithm (BEL) in the phase of classification that the aforementioned disadvantage is substantially eliminated and also on several computational comparison between BEL classifier and the Multilayer Perceptron (MLP) classifier based on back propagation learning algorithm and SVM classifier for speaker identification is done, the system performance has increased substantially.

Full Text: