Improving robustness of connectionist speech recognition systems by genetic algorithms

Proceedings - 1999 International Conference on Information Intelligence and Systems, ICIIS 1999

Volumn , Issue , 1999, Pages 415-422

  Spalanzani, A ^a   Selouani, S A ^b  

^a Laboratoire CLIPS   (France)

^b UNIVERSITY OF SCIENCES AND TECHNOLOGY HOUARI BOUMEDIENE   (Algeria)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; PRINCIPAL COMPONENT ANALYSIS;

ACOUSTIC ENVIRONMENT; AUTOMATIC SPEECH RECOGNITION SYSTEM; CHANGING ENVIRONMENT; COMBINE PRINCIPAL; GENETICALLY MODIFIED; OPTIMAL SUBSPACE; PRINCIPAL COMPONENTS; SPEECH RECOGNITION SYSTEMS;

SPEECH RECOGNITION;

EID: 85031169817     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIIS.1999.810310     Document Type: Conference Paper

References (20)

1. Belew R., Mclnerney J. and Schraudolph N. "Evolving Networks: Using the Genetic Algorithms with Connectionnist Learning". CSE Technical Report CS90-174, Computer Science, UCSD, 1990.
2. Ephraim Y. "Speech enhancement systems using state dependent dynamical system model". IEEE International Conference on Acoustics, Speech and Signal Processing, San Francisco, pp.289-292, 1992.
3. Goldberg D.E. "Genetic Algorithms in search, optimization and machine learning". Addison-Wesley publishing company Inc, 1989.
4. Gong Y. "speech recognition in noisy environments: A survey". Journal of Speech Communications, 16:261-291, 1995.
5. Hermansky H. "Perceptual linear predictive Analysis of speech". Journal of the acoustical society of America, (87) 4:1738-1752, 1990.
6. Juang B.H. "Speech recognition in adverse environments". Computer Speech and Language, 5:275-294, 1991.
7. Juang B.H. and Rabiner L. "Signal restoration by spectral mapping". IEEE International Conference on Acoustics, Speech and Signal Processing, pages 2368-2371, 1987.
8. Junka J.C. and Haton J.P. "Robustness in automatic speech recognition". Kluwer Academic publisher, 1996.
9. Kabre H. "Speech Recognition in Real World: Artificial Neural Networks and Robustness". Wavelet Applications IV, Orlando (USA), (30)78:175-181, 1997.
10. Kabre, H. & Spalanzani A.: "EVERA: A system for the Modeling and Simulation of Complex Systems". In Proceedings of the First International Workshop on Frontiers in Evolutionary Algorithms, FEA'97, 184-188. North Carolina (1997).
11. Liu C. and Wechsler H. "Evolution of Optimal Projection Axes (OPA) for Face Recognition. Third IEEE International Conference on Automatic Face and Gesture Recognition, FG'98, Nara, Japan, April 14-16, 1998.
12. Mansour D. and Juang B.H "A family of distortion measures based upon projection operation for robust speech recognition". IEEE trans, on ASSP, (37)11:1659-1671, 1989.
13. Miller G.F, Todd M. and Hegde S.U. "Designing Neural Networks using Genetic Algorithms". Proceedings of the Third Conference on Genetic Algorithms. Morgan Kaufmann (San Mateo), 1989.
14. Oja E. "Neural Networks, Principal Components, and Subspaces". International Journal of Neural Systems, (1)1:61-68, 1989.
15. Reeves C.R. and Taylor S.J. "Selection of Training Data for Neural Networks by a Genetic Algorithm". Parallel Problem Solving by Nature (PPSN'98), Springer Verlag, pages 633-642, Amsterdam, September, 1998.
16. Selouani S.A. and Caelen J. "Recognition of Arabic phonetic features using neural networks and knowledge-based system: a comparative study". 3rd IEEE Joint Symposia on Intelligence and Systems, Washington D.C., May 1998, pages 404-411.
17. Spalanzani A. and Kabre H. "Evolution, Learning and Speech Recognition in Changing Acoustic Environment". Parallel Problem Solving by Nature (PPSN'98), Springer Verlag, pages 663-671, Amsterdam, September, 1998.
18. Stork D.G. and Hennecke M.E. "Speechreading by man and machine: Models, Systems and Applications". NATO, ASI Series, Springer, 1996.
19. Vagra A. and Moore R. "Hidden Markov Model decomposition of speech and noise". IEEE International Conference on Acoustics, Speech and Signal Processing, pages 845-848, 1990.
20. Whitley D. "Genetic Algorithms and Neural Networks". Genetic Algorithms in Engineering and Computer Science. Ed. J. Periaux et G. Winter, 1995.