A comparative study of MLP-based artificial neural networks in text- Independent speaker verification against GMM-based systems

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 1753-1756

  Vivaracho, Carlos E ^a   Ortega Garcia, Javier ^a   Alonso, Luis ^a   Moro, Quiliano I ^a  

^a UNIVERSITY OF VALLADOLID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORKS; SPEECH; SPEECH COMMUNICATION;

COMPARATIVE STUDIES; GAUSSIAN MIXTURE MODEL; MULTICHANNEL DATA; SPEAKER RECOGNITION; SPEAKER VERIFICATION; SPEAKER VERIFICATION SYSTEM; TELEPHONE SPEECH; TEXT-INDEPENDENT SPEAKER VERIFICATION;

SPEECH RECOGNITION;

EID: 63649136563     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Matsui, T. and Furui, S., "Comparison of Text Independent Speaker Recognition Methods Using VQ Distortion and Discrete/Continous HMMs", Proc. IEEE ICASSP, Vol.2, pp. 157-160, San Francisco (USA), 1992.
2. Zheng, Y. C. and Yuan, B. Z., "Text Dependent Speaker Identification Using Circular Hidden Markov Models", Prc. ICASSP, S13.3, pp. 580-582, 1988.
3. Bennani, Y. and Gallinari, P., "Connectionist Approaches for Automatic Speaker Recognition", ESCA Workshop on Automatic Speaker Recognition Identification Verification, pp.95-102, Martigny (Switzerland), 1994.
4. Silva, H., Vivaracho, C.E., Alonso, L. and Cardeñoso, V., "Speaker Verification: Acomparison Between ANNs and HMMs approach", Proc Workshop on ANNs: Current Trends and Applications. 4th World Congress on Expert Systems, Ciudad de Mexico (Mexico), 1998.
5. Vivaracho, C.E., Alonso, L. and Moro, Q.I., "Remote Acces Control by Means of Speech", Proc. 33rd IEEE International Carnahan Conference on Security Technology, pp.187-190, Madrid (Spain), 1999.
6. Ortega-García, J., Cruz-Llamas, S. and Gozález- Rodríguez, J., "Facing Severe Channel Variability in Forensic Speaker Verification Conditions", Prc. Eurospeech99, Vol. 2, pp. 783-786, Budapest (Hungary), 1999.
7. Ortega-García, J. et al., "AHUMADA: A Large Speech Corpus in Spanish for Speaker Identification and Verification", IEEE ICASSP, Vol. 2, pp. 773-776, 1998.
8. Furui, S., "An Overview of Speaker Recognition Technology", ESCA Workshop on Automatic Speaker Recognition Identification Verification, pp. 1-9, Martigny (Switzerland), 1994.
9. Farrel, K.R., Mammone, R.J. and Assaleh, K.T., "Speaker Recognition Using Neural Networks and Conventional Classifiers", IEEE Transations on Speech and Audio Processing, Vol. 2, no. 1, part2, 1994.
10. Kohonen, T., "Self-Organizing Maps", Springer, 1997.
11. Artieres, T., Bennani, Y., Gallinari, P. and Montacie, C., "Connectionist and Conventional Models for Free Text Talker Identification", Neuro-Nimes, France, 1991.