A HMM/SVM Hybrid Method for Speaker Verification

被引：0
|
作者：
Florin, Rastoceanu [1 ]
Militaru, Diana [1 ]
机构：
[1] Minist Natl Def, Mil Equipment & Technol Res Agcy, Bucharest, Romania
来源：
PROCEEDINGS OF THE 2010 8TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM) | 2010年
关键词：
speaker verification; Romanian language; SVM; HMM; PLP;
D O I：
暂无
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：
In this paper, we describe an application of speaker verification using Romanian vowels as speaker's models in case of a small Romanian language database. Vowels models are obtained with continuous HMMs using re-training of the vowels models for every speaker. Afterwards the models are classified with the powerful technique named SVM.
引用
收藏
页码：111 / 114
页数：4
相关论文
共 50 条
  • [21] Using nonstandard SVM for combination of speaker verification and verbal information verification in speaker authentication system
    Liu, Y
    Ding, P
    Xu, B
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 673 - 676
  • [22] METHOD OR SPEAKER VERIFICATION
    DODDINGTON, GR
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1971, 49 (01): : 139 - +
  • [23] Hybrid SVM/HMM approach for audio classification
    He Xin
    Shi Ying-chun
    Huang Bing
    Zhou Xian-zhong
    PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 1503 - +
  • [24] Hybrid HMM and SVM approach for fault diagnosis
    Liu, Xinmin
    Liu, Guanjun
    Qiu, Jing
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2006, 27 (01): : 45 - 48
  • [25] AANN-HMM Models for Speaker Verification and Speech Recognition
    Joshi, Sachin
    Prahallad, Kishore
    Yegnanarayana, B.
    2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 2681 - 2688
  • [26] A COMPARISON BETWEEN SEQUENCE KERNELS FOR SVM SPEAKER VERIFICATION
    Daoudi, Khalid
    Louradour, Jerome
    2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 4241 - +
  • [27] Robust Session Variability Compensation for SVM Speaker Verification
    Seo, Hyunson
    Jung, Chi-Sang
    Kang, Hong-Goo
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2011, 19 (06): : 1631 - 1641
  • [28] Sequence kernel for SVM based on speaker verification system
    iFlytek Speech Lab., Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei 230027, China
    Qinghua Daxue Xuebao, 2008, SUPPL. (688-692):
  • [29] Modeling Prior Belief for Speaker Verification SVM Systems
    Ferrer, Luciana
    INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, : 1385 - 1388
  • [30] Speaker verification based on Gaussian probability distribution and SVM
    iFly Speech Laboratory, Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei 230027, China
    Moshi Shibie yu Rengong Zhineng, 2008, 6 (794-798):
12345