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
  • [41] Efficient cancelable speaker identification system based on a hybrid structure of DWT and SVD
    Abdelwahab, Khaled M.
    Abd El-atty, Saied
    Brisha, Ayman M.
    Abd El-Samie, Fathi E.
    INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY, 2022, 25 (01) : 279 - 288
  • [42] Speaker identification based on combination of MFCC and UMRT based features
    Antony, Anett
    Gopikakumari, R.
    8TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING & COMMUNICATIONS (ICACC-2018), 2018, 143 : 250 - 257
  • [43] Efficient cancelable speaker identification system based on a hybrid structure of DWT and SVD
    Khaled M. Abdelwahab
    Saied Abd El-atty
    Ayman M. Brisha
    Fathi E. Abd El-Samie
    International Journal of Speech Technology, 2022, 25 : 279 - 288
  • [44] Dimension reduction for speaker identification based on mutual information
    Lu, Xugang
    Dang, Jianwu
    INTERSPEECH 2007: 8TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION, VOLS 1-4, 2007, : 1157 - 1160
  • [45] Research of speaker identification based on little training data
    Yang, YQ
    Chen, W
    Lu, YD
    Gao, AG
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 3755 - 3758
  • [46] Speaker identification based on spectrogram and local binary patterns
    Li, Yuanyuan
    Wang, Yunfang
    Li, Penghua
    Feng, Huizong
    Journal of Computational Information Systems, 2015, 11 (08): : 2771 - 2778
  • [47] Gammachirp filterbank based speech analysis for speaker identification
    Bouchamekh, Mouslem
    Bousseksou, Boualem
    Berkani, Daoud
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, MAN-MACHINE SYSTEMS AND CYBERNETICS (CIMMACS '09), 2009, : 19 - +
  • [48] Speaker Identification Based on Physical Variation of Speech Signal
    Nandan, Durgesh
    Singh, Mahesh Kumar
    Kumar, Sanjeev
    Yadav, Harendra Kumar
    TRAITEMENT DU SIGNAL, 2022, 39 (02) : 711 - 716
  • [49] A GMM-Based Speaker Identification System on FPGA
    Kan, Phak Len Eh
    Allen, Tim
    Quigley, Steven F.
    RECONFIGURABLE COMPUTING: ARCHITECTURES, TOOLS AND APPLICATIONS, 2010, 5992 : 358 - 363
  • [50] Robust speaker identification in noise using missing data technique and auditory masking
    Wei, XD
    Hu, GR
    Ren, XL
    CHINESE JOURNAL OF ELECTRONICS, 2000, 9 (01): : 51 - 55
12345