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Dr. Rasha Orban Mahmoud Abdulkarim :: Publications: |
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| Title: | "Automatic Speaker Identification System Using Neural Networks" |
| Authors: | R. Orban, M. Elqasas |
| Year: | 2001 |
| Keywords: | Speaker identification, neural network. |
| Journal: | Mansoura Engineering Journal (MEJ) |
| Volume: | 26 |
| Issue: | 2 |
| Pages: | 12-21 |
| Publisher: | Not Available |
| Local/International: | Local |
| Paper Link: | Not Available |
| Full paper | Rasha Araban Mahmoud Abdul Karim _MyPaper2001.pdf |
| Supplementary materials | Not Available |
| Abstract: |
Speaker identification is the process of automatically recognizing the unknown speaker by extracting the speaker specific information included in her/his speech wave [11]. This paper presents speaker identification system using neural network techniques similar to that reported in [8] but, with different type of neural networks. The results have shown that using a feed-forward neural network in classification stage has improved the percentage of correct classification. It reaches 97.5% compared to 96% correct classification obtained in [8]. |
