On The Use Of PCA In GMM And AR-Vector Models For Text Independent Speaker Verification

International Conference on Digital Signal Processing, DSP

Volumn 2, Issue , 2002, Pages 595-598

  De Lima, Charles B ^a   Alcaim, Abraham ^b   Apolinärio, Jose A ^a  

^a MILITARY INSTITUTE OF ENGINEERING   (Brazil)

^b PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL SIGNAL PROCESSING; GAUSSIAN DISTRIBUTION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; TEXT PROCESSING; VECTORS;

CLASSIFICATION SYSTEM; ERROR RATE; GAUSSIAN MIXTURE MODEL; PRINCIPAL COMPONENTS ANALYSIS; TEXT-INDEPENDENT SPEAKER VERIFICATION; TRAINING TIME; VECTOR MODELS;

SPEECH RECOGNITION;

EID: 47649100889     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2002.1028160     Document Type: Conference Paper

References (10)

1. CAMPBELL, Joseph P. Jr. Speaker Recognition: A Tutorial. Proceedings of the TEEE, vol. 85, no. 9, pp. 1437-1462, September 1997.
2. REYNOLDS, Douglas A. Speaker Identification and Verification Using Gaussian Mixture Speaker Models. Speech Communication, vol. 17, pp. 91-108, 1995.
3. REYNOLDS, Douglas A. A Gaussian Mixture Modeling Approach to Text Independent Speaker Identification. PhD Thesis. Georgia Institute of Technology, August 1992.
4. REYNOLDS, Douglas A. Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Model. IEEE Transactions on Speech and Audio Processing, vol. 3, no. 1, pp. 72-83, January 1995.
5. BIMBOT, F., L. Mathan, A. de Lima, and G. Chollet. Standard and Target Driven AR-vector Models for Speech Analysis and Speaker Recognition. Proceedings of ICASSP, San Francisco, USA, vol. 2, pp. 115-118, March 1992.
6. REYNOLDS, Douglas A., Thomas F. Quatieri, and Robert B. Dunn. Speaker Verification Using Adapted Gaussian Mixture Models. Digital Signal Processing, vol. 10, pp. 19-41, 2000.
7. MALAYATH, Narendranath. Data-driven Methods for Extracting Features From Speech. PhD Thesis - Oregon Graduate Institute, 2000.
8. FUKUNAGA, Keinosuke. Introduction to Statistical Pattern Recognition. 2nd. ed. USA: Morgan Kaufmann, 1990.
9. ALCAIM, Abraham, Jose Alberto Solewicz, and Joao Antonio de Morais. Frequencia de ocorrencia dos fonemas e listas de frases foneticamente balanceadas no Portugues fal- Ado no Rio de Juneiro. Revista da Sociedade Brasileira de Telecomumcaoes, vol. 7, no. 1, December 1992.
10. DAVIS, Steven B., and Paul Mermelstein. Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Sentences. IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-28. no. 4, august 1980.