STRESS INDEPENDENT ROBUST HMM SPEECH RECOGNITION USING NEURAL NETWORK STRESS CLASSIFICATION

4th European Conference on Speech Communication and Technology, EUROSPEECH 1995

Volumn , Issue , 1995, Pages 1999-2002

  Womack, Brian D ^a   Hansen, John H L ^a  

^a DUKE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SPEECH COMMUNICATION;

CONDITION; INDUCED STRESS; NEURAL-NETWORKS; PROBABILITY VECTOR; SPEECH PRODUCTION; SPEECH RECOGNITION PERFORMANCE; STRESS CLASSIFICATIONS; STRESS CONDITION; STRESS INDEPENDENTS; STRESSED SPEECH;

SPEECH RECOGNITION;

EID: 85058548493     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

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2. G. J. Clary and.1. H. L. Hansen, "A Novel Speech Recognizer for Keyword Spotting. " ICSLP, pp. 13-16, Oct. 1992.
3. Y. Gong. "Speech Recognition in Noisy Environments : A Survey. " Speech Communication, vol. 16, no. 3. pp. 261¬291. 1995.
4. B. A. Hanson and T. Applebaum, "Robust. Speaker- Independent Word Recognition 1 sing Instantaneous. D y namic and Acceleration Features: Experiments with Lombard and Noisy Speech." ICASSP. pp. 857 60, April 1990.
5. J. H. L. Hansen, Analysis and Co mpen sation of Stressed and Noisy Speech with application to Robust Automatic Recognition. P h i) thesis, Georgia Institute of Technology, July 1988, 428 pages.
6. J. H. L. Hansen. "Adaptive Source Generator Compensation and Enhancement for Speech Recognition in Noisy Stressful Environments," ICASSP, pp. 95 -98. April 1993.
7. J. H. L. Hansen. B. D. Womack. and L. M. Arslan, "A Source Generator based Production Model for Environmental Robustness in Speech Recognition," ICSLP, pp. 1003-6. September 18-22 1994.
8. R. P. Lippmann, E. A. Martin, and D. B. Paul, "Multi-Style Training for Robust Isolated-Word Speech Recognition." ICASSP, pp. 705-708, April 1987.
9. A. A. Minai and R. D. Williams, "Back-Propagation Heuristics: A Study of the Extended Delta-Bar-Delta Algorithm," IJCNX. pp. 595-600, June 17-21 1990.
10. D. B. Paul, "A Speaker-Stress Resistant HMM Isolated Word Recognizer," ICASSP, pp. 713-16, April 1987.
11. P. K. Rajasekaran, G. R. Doddington, and J. W. Picone, "Recognition of Speech Under Stress and In Noise," ICASSP, pp. 733-36. April 1986.
12. F. K. Soong and A. E. Rosenberg, "On the Use of Instantaneous and Transitional Spectral Information in Speaker Recognition," IEEE Trans, on ASSP, vol. 36, pp. 871-879, June 1988.
13. B. D. Womack and J. H. L. Hansen, "Feature Analysis and Neural Network based Classification of Speech under Stress." IEEE Trans. Speech & Audio Proc. (submitted).