Speaker Identification Based on Curvlet Transform Technique

被引：0
|
作者：
AbuAladas, Feras E. [1 ,2 ]
Zeki, Akram M. [3 ]
Al-Ani, Muzhir Shaban [4 ]
Messikh, Az-Eddine [5 ]
机构：
[1] Int Islamic Univ Malaysia, Gombak, Malaysia
[2] Ajloun Natl Univ, Ajloun, Jordan
[3] Int Islamic Univ Malaysia, Kulliyah Informat & Comunicat Technol, Gombak, Malaysia
[4] Univ Human Dev, Coll Sci & Technol, Dept Comp Sci, Sulaimani, Krg, Iraq
[5] Int Islamic Univ Malaysia, Kulliayah Informat & Commun Technol, Gombak, Malaysia
来源：
2017 INTERNATIONAL CONFERENCE ON COMPUTING, ENGINEERING, AND DESIGN (ICCED) | 2017年
关键词：
speaker recognitio; speaker verfication; speaker identification; biometrics;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Speech processing considered one of the most crucial areas of signal processing. Human speech is a natural form of communication, speech contains many information that can be used for determine the gender and identify of the person, thus we refer to biometrics technology, where speaker voice is considered one of the biometrics can be used for distinguished purpose. This paper presented simple speaker identification approach based on curvelet transform as a feature extraction technique and Backpropagation neural network BP NN as a classifier.
引用
收藏
页数：4
相关论文
共 50 条
  • [31] Automatic Speaker Localization based on Speaker Identification -A Smart Room Application-
    Ouamour, Siham
    Sayoud, Halim
    2013 FOURTH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY AND ACCESSIBILITY (ICTA), 2013,
  • [32] Speaker Identification System based on a Web Interface
    Kacur, Juraj
    Lapin, Ivan
    Durajka, Juraj
    Rozinaj, Gregor
    PROCEEDINGS ELMAR-2012, 2012, : 191 - 194
  • [33] Speaker identification based on modified polynomial classifier
    Zhang, XY
    Wu, JP
    Zhang, QS
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 3178 - 3182
  • [34] Speaker identification based on state space model
    Xu L.
    Yang Z.
    International Journal of Speech Technology, 2016, 19 (2) : 407 - 414
  • [35] Speaker Identification Using MFCC Feature Extraction ANN Classification Technique
    Singh, Mahesh K.
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 136 (01) : 453 - 467
  • [36] An MFCC-based Speaker Identification System
    Leu, Fang-Yie
    Lin, Guan-Liang
    2017 IEEE 31ST INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2017, : 1055 - 1062
  • [37] Speaker identification based on GMM with embedded AANN
    Chen C.-B.
    Zhao L.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2010, 32 (03): : 528 - 532
  • [38] Text-independent speaker identification utilizing likelihood normalization technique
    Markov, KP
    Nakagawa, S
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 1997, E80D (05) : 585 - 593
  • [39] A Hybrid GRU-CNN Feature Extraction Technique for Speaker Identification
    Shihab, Md Shazzad Hossain
    Aditya, Shuvra
    Setu, Jahangir Hossain
    Imtiaz-Ud-Din, K. M.
    Efat, Md Iftekharul Alam
    2020 23RD INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT 2020), 2020,
  • [40] HISTOGRAM TRANSFORM MODEL USING MFCC FEATURES FOR TEXT-INDEPENDENT SPEAKER IDENTIFICATION
    Yu, Hong
    Ma, Zhanyu
    Li, Minyue
    Guo, Jun
    CONFERENCE RECORD OF THE 2014 FORTY-EIGHTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2014, : 500 - 504
12345