Mosharaka for Research and Studies
Login/Sign Up
Main Menu
Papers Menu
Quick Links
Next Congress
Congresses

All Forthcoming Congresses

Conferences

All Forthcoming Conferences

Update on Saturday, 9 May 2020: Paper 20.Cnf-56@MIC-CSP 2011 reaches 279 Downloads.
Papers Links
MIC-CSC 2009
  • Browse
  • Search
  • New
  • Subjects
  • Years
  • CSC
  • MIC-CSC 2009
  • 11.Cnf-48
Browse Paper Database by Year
20122020
Papers Published at MIC-CSC 2009
All 3 Papers
IDAuthors and TitlePages
11.Cnf-48 Dr. Khaled Daqrouq
Dr. Emad Khalaf
Dr. Omar R. Daoud
Dr. Abdel-Rahman K. Al-Qawasmi
K-means clustering algorithm for wavelet transform speaker identification system
1-8
11.Cnf-186 Dr. Mohamad A. Aoude
Mr. Rimah Harb
Real-time video applications over interoperability system between UMTS and WLAN
9-13
11.Cnf-190 Dr. Mohamad A. Aoude

WiMAX Radio Network Planning Case Study Beirut City
14-22
11.Cnf-48 Paper View Page
Title K-means clustering algorithm for wavelet transform speaker identification system
Authors Dr. Khaled Daqrouq, Philadelphia University, Amman, Jordan
Dr. Emad Khalaf, Philadelphia University, Amman, Jordan
Dr. Omar R. Daoud, Philadelphia University, Amman, Jordan
Dr. Abdel-Rahman K. Al-Qawasmi, Majmaah University, ,
Abstract The Speaker identification is the process of determining which registered user provides a given utterance. In this paper, a powerful combination between the Discrete Wavelet Transform (DWT) and logarithmic Power Spectrum Density (PSD) is used for speaker first five formants extraction of one utterance, that are used as distinguishable classification features. As a classification method, the new approach by K-means algorithm is proposed, which uses the average of sums of point-to-centroid distances in the 1-by-K vector. To verify the experimental analysis for this work a Matlab simulation is performed and gave an excellent capability of features tracking even with 0dB SNR. This work is verified for text-dependant security systems applications such as password or PINs identification. Moreover, the attained results show excellent performance in classifications, which reaches about 94% classification rate.
Track SISP: Signal, Image and Speech Processing
Conference 3rd Mosharaka International Conference on Communications, Signals and Coding (MIC-CSC 2009), 19-21 November 2009, Amman, Jordan
Pages 1-8
Topics Digital Speech Processing
Wavelet Processing
ISSN 2227-331X
Paper Views 553 Paper Views Rank 16/471
Paper Downloads 356 Paper Downloads Rank 1/471
  • By Title
  • By Topic
  • By Author
  • Contents
Search Papers by Title
ByTitle
Search Papers by Topic
ByTopic
Search Paper Contents
All 3 Papers
IDAuthors and TitlePages
11.Cnf-48 Dr. Khaled Daqrouq
Dr. Emad Khalaf
Dr. Omar R. Daoud
Dr. Abdel-Rahman K. Al-Qawasmi
K-means clustering algorithm for wavelet transform speaker identification system
1-8
11.Cnf-186 Dr. Mohamad A. Aoude
Mr. Rimah Harb
Real-time video applications over interoperability system between UMTS and WLAN
9-13
11.Cnf-190 Dr. Mohamad A. Aoude

WiMAX Radio Network Planning Case Study Beirut City
14-22
Papers Newly Added to Database
PapersCDBNew
GMC-CSC 2009 Visits: 5278||MIC-CSC 2009 Visits: 3430||SISP Track Visits: 984