Support vector machine fusion of idiolectal and acoustic speaker information in spanish conversational speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2003, Pages 229-232

  Garcia Romero D ^a   Fierrez Aguilar J ^a   Gonzalez Rodriguez J ^a   Ortega Garcia J ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE; PROBABILITY; PROBLEM SOLVING; THEOREM PROVING;

CONVERSATIONAL SPEECH;

SPEECH RECOGNITION;

EID: 0141590310     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Douglas A. Reynolds et al., "Speaker Verification using Adapted Gaussian Mixture Models", Digital Signal Processing, vol. 10, pp. 19-41 (2000).
2. The extended data task definition is included in NIST's 2001 evaluation at www.nist.gov/speech/tests/spk/2001
3. SuperSID: Exploiting High-level Information for High-performance Speaker Recognition. Maryland, July 2002.
4. Doddington," Speaker Recognition based on Ideolectal Differences between speakers."Proc. Eurospeech'0l.
5. D. García-Romero et al., "ATVS-UPM Results and Presentation at NIST'2002 Speaker Recognition Evaluation", Vienna, VA, 2002.
6. J. Ortega-Garcia, J. Gonzalez-Rodriguez, and V. Marrero-Aguiar, "AHUMADA: a Large Speech Corpus in Spanish for Speaker Characterization and Identification", Speech Communication, vol. 31, pp. 255-264, June 2000.
7. J. Kittler, et al. "On Combining Classifiers", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, No. 3, pp. 226-239, 1998.
8. B. Gutschoven, P. Verlinde, "Multi-modal identity verification using Support Vector Machines (SVM)", Proc. of the 3rd Int. Conf. on Information Fusion, 2000.
9. V. Vapnik, The Nature of Statistical Learning Theory, Springer Verlag, 1999.
10. S. Theodoridis, Pattern recognition, Academic Press, 1999.