메뉴 건너뛰기




Volumn , Issue , 2012, Pages 335-339

Alleviating the small sample-size problem in i-vector based speaker verification

Author keywords

i vectors; LDA; multi way LDA; Speaker verification; utterance partitioning

Indexed keywords

I-VECTORS; LDA; MULTI-WAY LDA; SPEAKER VERIFICATION; UTTERANCE PARTITIONING;

EID: 84873894051     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCSLP.2012.6423527     Document Type: Conference Paper
Times cited : (8)

References (26)
  • 3
    • 33645887246 scopus 로고    scopus 로고
    • Support vector machines using GMM supervectors for speaker verification
    • May
    • W. M. Campbell, D. E. Sturim, and D. A. Reynolds, "Support vector machines using GMM supervectors for speaker verification," IEEE Signal Processing Letters, vol. 13, no. 5, pp. 308-311, May 2006.
    • (2006) IEEE Signal Processing Letters , vol.13 , Issue.5 , pp. 308-311
    • Campbell, W.M.1    Sturim, D.E.2    Reynolds, D.A.3
  • 10
    • 0032042805 scopus 로고    scopus 로고
    • Expected classification error of the Fisher linear classifier with pseudo-inverse covariance matrix
    • PII S0167865598000166
    • S. Raudys and R. P.W. Duin, "On expected classification error of the Fisher linear classifier with pseudo-inverse covariance matrix," Pattern Recognition Letters, vol. 19, pp. 385-392, 1998. (Pubitemid 128369345)
    • (1998) Pattern Recognition Letters , vol.19 , Issue.5-6 , pp. 385-392
    • Raudys, S.1    Duin, R.P.W.2
  • 11
    • 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
  • 17
    • 0034300875 scopus 로고    scopus 로고
    • A new LDA-based face recognition system which can solve the small sample size problem
    • L. F. Chen, H. Y. M. Liao, M. T. Ko, J. C. Lin, and G. J. Yu, "A new LDA-based face recognition system which can solve the small sample size problem," Pattern Recognition, vol. 33, pp. 1713-1726, 2000.
    • (2000) Pattern Recognition , vol.33 , pp. 1713-1726
    • Chen, L.F.1    Liao, H.Y.M.2    Ko, M.T.3    Lin, J.C.4    Yu, G.J.5
  • 19
    • 21844447839 scopus 로고    scopus 로고
    • Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
    • J. Ye, "Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems," Journal of Machine Learning Research, vol. 6, no. 1, pp. 483-502, 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , Issue.1 , pp. 483-502
    • Ye, J.1
  • 20
    • 33745743918 scopus 로고    scopus 로고
    • Computational and theoretical analysis of null space and orthogonal linear discriminant analysis
    • J. Ye and T. Xiong, "Computational and theoretical analysis of null space and orthogonal linear discriminant analysis," The Journal of Machine Learning Research, vol. 7, pp. 1183-1204, 2006. (Pubitemid 44015300)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1183-1204
    • Ye, J.1    Xiong, T.2
  • 21
    • 70450180849 scopus 로고    scopus 로고
    • Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification
    • N. Dehak, R. Dehak, P. Kenny, N. Brummer, P. Ouellet, and P. Dumouchel, "Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification," in Proc. Interspeech 2009, Sep. 2009, pp. 1559-1562.
    • Proc. Interspeech 2009, Sep. 2009 , pp. 1559-1562
    • Dehak, N.1    Dehak, R.2    Kenny, P.3    Brummer, N.4    Ouellet, P.5    Dumouchel, P.6
  • 22
    • 0033884857 scopus 로고    scopus 로고
    • Score normalization for text-independent speaker verification systems
    • DOI 10.1006/dspr.1999.0360
    • 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. (Pubitemid 30592165)
    • (2000) Digital Signal Processing: A Review Journal , vol.10 , Issue.1 , pp. 42-54
    • Auckenthaler, R.1    Carey, M.2    Lloyd-Thomas, H.3
  • 23
    • 84865791238 scopus 로고    scopus 로고
    • Comparison of voice activity detectors for interview speech in NIST speaker recognition evaluation
    • H.B. Yu and M.W. Mak, "Comparison of voice activity detectors for interview speech in NIST speaker recognition evaluation," in Proc. of Interspeech 2011, Florence, Aug. 2011, pp. 2353-2356.
    • Proc. of Interspeech 2011, Florence, Aug. 2011 , pp. 2353-2356
    • Yu, H.B.1    Mak, M.W.2
  • 24
    • 0016067897 scopus 로고
    • Effectiveness of linear prediction characteristics of the speech wave for automatic speaker identification and verification
    • Jun.
    • B. S. Atal, "Effectiveness of linear prediction characteristics of the speech wave for automatic speaker identification and verification," J. Acoust. Soc. Am., vol. 55, no. 6, pp. 1304-1312, Jun. 1974.
    • (1974) J. Acoust. Soc. Am. , vol.55 , Issue.6 , pp. 1304-1312
    • Atal, B.S.1
  • 26
    • 85008544242 scopus 로고    scopus 로고
    • Source-normalised LDA for robust speaker recognition using i-vectors from multiple speech sources
    • M. McLaren and D. van Leeuwen, "Source-normalised LDA for robust speaker recognition using i-vectors from multiple speech sources," IEEE Trans. on Audio, Speech, and Language Processing, vol. 20, pp. 755-766, 2012.
    • (2012) IEEE Trans. on Audio, Speech, and Language Processing , vol.20 , pp. 755-766
    • McLaren, M.1    Van Leeuwen, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.