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Volumn , Issue , 2011, Pages 2717-2720

Addressing the data-imbalance problem in kernel-based speaker verification via utterance partitioning and speaker comparison

Author keywords

Data imbalance; GMM SVM; NIST SRE; Speaker comparison; Speaker verification; Utterance partitioning

Indexed keywords

DATA IMBALANCE; GMM-SVM; NIST SRE; SPEAKER COMPARISON; SPEAKER VERIFICATION; UTTERANCE PARTITIONING;

EID: 84865712637     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (11)
  • 1
    • 33947696754 scopus 로고    scopus 로고
    • SVM based speaker verification using a GMM supervector kernel and NAP variability compensation
    • May
    • W. M. Campbell, D. E. Sturim, D. A. Reynolds, and A. Solomonoff, "SVM based speaker verification using a GMM supervector kernel and NAP variability compensation," in Proc. ICASSP, Toulouse, France, May 2006, vol. 1, pp. 97-100.
    • (2006) Proc. ICASSP, Toulouse, France , vol.1 , pp. 97-100
    • Campbell, W.M.1    Sturim, D.E.2    Reynolds, D.A.3    Solomonoff, A.4
  • 2
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted Gaussian mixture models
    • Jan.
    • D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Processing, vol. 10, no. 1-3, pp. 19-41, Jan. 2000.
    • (2000) Digital Signal Processing , vol.10 , Issue.1-3 , pp. 19-41
    • Reynolds, D.A.1    Quatieri, T.F.2    Dunn, R.B.3
  • 3
    • 79951670099 scopus 로고    scopus 로고
    • Optimized discriminative kernel for SVM scoring and its application to speaker verification
    • S. X. Zhang and M. W. Mak, "Optimized Discriminative Kernel for SVM Scoring and Its Application to Speaker Verification," IEEE Trans. on Neural Networks, no. 2, pp. 173-185, 2011.
    • (2011) IEEE Trans. on Neural Networks , Issue.2 , pp. 173-185
    • Zhang, S.X.1    Mak, M.W.2
  • 4
    • 78649335505 scopus 로고    scopus 로고
    • Utterance partitioning with acoustic vector resampling for GMM-SVM speaker verification
    • Jan.
    • M.W. Mak and W. Rao, "Utterance partitioning with acoustic vector resampling for GMM-SVM speaker verification," Speech Communication, vol. 53, no. 1, pp. 119-130, Jan. 2011.
    • (2011) Speech Communication , vol.53 , Issue.1 , pp. 119-130
    • Mak, M.W.1    Rao, W.2
  • 6
    • 0033884857 scopus 로고    scopus 로고
    • Score normalization for text-independent speaker verification systems
    • Jan.
    • R. Auckenthaler, M. Carey, and H. Lloyd-Thomas, "Score normalization for text-independent speaker verification systems," Digital Signal Processing, vol. 10, no. 1-3, pp. 42-54, Jan. 2000.
    • (2000) Digital Signal Processing , vol.10 , Issue.1-3 , pp. 42-54
    • Auckenthaler, R.1    Carey, M.2    Lloyd-Thomas, H.3
  • 7
    • 77955790894 scopus 로고    scopus 로고
    • GMM-SVM kernel with a Bhattacharyya-based distance for speaker recognition
    • C. H. You, K. A. Lee, and H. Z. Li, "GMM-SVM kernel with a Bhattacharyya-based distance for speaker recognition," IEEE Trans on Audio, Speech and language Processing, vol. 18, no. 6, pp. 1300-1312, 2010.
    • (2010) IEEE Trans on Audio, Speech and Language Processing , vol.18 , Issue.6 , pp. 1300-1312
    • You, C.H.1    Lee, K.A.2    Li, H.Z.3
  • 8
    • 79959857751 scopus 로고    scopus 로고
    • Simple and efficient speaker comparison using approximate KL divergence
    • Japan
    • W. M. Campbell and Z. N. Karam, "Simple and efficient speaker comparison using approximate KL divergence," in Proc. Interspeech 2010, Japan, 2010.
    • (2010) Proc. Interspeech 2010
    • Campbell, W.M.1    Karam, Z.N.2
  • 10
    • 79958108816 scopus 로고    scopus 로고
    • Robust voice activity detection for interview speech in nist speaker recognition evaluation
    • Singapore
    • M. W. Mak and H. B. Yu, "Robust voice activity detection for interview speech in nist speaker recognition evaluation," in Proc. APSIPA ASC 2010, Singapore, 2010.
    • (2010) Proc. APSIPA ASC 2010
    • Mak, M.W.1    Yu, H.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.