Dynamic Bayesian network approach to speaker identification

被引：2
|
作者：
Sang, LF [1 ]
Yang, YC [1 ]
Wu, ZH [1 ]
Zhang, WF [1 ]
机构：
[1] Zhejiang Univ, Dept Comp Sci & Engn, Hangzhou 310027, Peoples R China
来源：
ELECTRONICS LETTERS | 2003年 / 39卷 / 03期
关键词：
D O I：
10.1049/el:20030184
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Dynamic Bayesian networks (DBNs) are knowledge representation schemes that can characterise probabilistic relationships over time-series data and perform probabilistic inference. A new approach to speaker identification using DBNs is presented. Superior results are achieved in experiments over a subset of YOHO corpus.
引用
收藏
页码：329 / 330
页数：2
相关论文
共 50 条
  • [1] Bimodal speaker identification using dynamic Bayesian network
    Li, DD
    Sang, LF
    Yang, YC
    Wu, ZH
    ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2004, 3338 : 577 - 585
  • [2] A Bayesian approach to sparse dynamic network identification
    Chiuso, Alessandro
    Pillonetto, Gianluigi
    AUTOMATICA, 2012, 48 (08) : 1553 - 1565
  • [3] Automatic speaker recognition using dynamic Bayesian network
    Sang, LF
    Wu, ZH
    Yang, YC
    Zhang, WF
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PROCEEDINGS: SPEECH PROCESSING I, 2003, : 188 - 191
  • [4] Automatic speaker recognition using dynamic Bayesian network
    Sang, LF
    Wu, ZH
    Yang, YC
    Zhang, WF
    2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL III, PROCEEDINGS, 2003, : 613 - 616
  • [5] A Bayesian approach to audio-visual speaker identification
    Nefian, AV
    Liang, LH
    Fu, TY
    Liu, XX
    AUDIO-BASED AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2003, 2688 : 761 - 769
  • [6] Speaker Identification in Noisy Environments Using Dynamic Bayesian Networks
    Khanteymoori, A. R.
    Homayounpour, M. M.
    Menhaj, M. B.
    2009 14TH INTERNATIONAL COMPUTER CONFERENCE, 2009, : 600 - +
  • [7] Dynamic Bayesian Network for Operational Modal Identification
    Li, B.
    Kiureghian, A. Der
    STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2, 2013, : 2696 - 2703
  • [8] Towards Speaker Identification System based on Dynamic Neural Network
    Ivanovas, E.
    Navakauskas, D.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2012, 18 (10) : 69 - 72
  • [9] Audio-visual bimodal speaker identification using dynamic Bayesian networks
    Wu, Zhiyong
    Cai, Lianhong
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2006, 43 (03): : 470 - 475
  • [10] Speaker identification using a hybrid neural network and conformity approach
    Ouzounov, A
    SIGNAL ANALYSIS & PREDICTION I, 1997, : 455 - 458
12345