Comprehensive modulation representation for automatic speech recognition

9th European Conference on Speech Communication and Technology

Volumn , Issue , 2005, Pages 3025-3028

  Wang, Yadong ^a   Greenberg, Steven ^b   Swaminathan, Jayaganesh ^c   Kumaresan, Ramdas ^c   Poeppel, David ^a  

^a UNIVERSITY OF MARYLAND   (United States)

^b TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^c University of Rhode Island   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDITORY BAND-PASS FILTERS; AUTOMATIC SPEECH RECOGNITION (ASR); FRONT-END FEATURES; MODULATION REPRESENTATION;

AMPLITUDE MODULATION; BANDPASS AMPLIFIERS; FEATURE EXTRACTION; MARKOV PROCESSES; MATHEMATICAL MODELS; SPEECH ANALYSIS;

SPEECH RECOGNITION;

EID: 33745217131     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. Greenberg and T. Arai, "What are the essential cues for understanding spoken language?" IEICE Trans. INFSYST, vol. E87-D, no. 5, pp. 1059-1070, 2004.
2. S. Greenberg and B. Kingsbury, "The modulation spectrogram: In pursuit of an invariant representation of speech." in ICASSP'97, 1997, pp. 1647-1650.
3. Y. Wang, J. Hansen, G. K. Allu, and R. Kumaresan, "Average instantaneous frequencies and average log-envelopes for asr with the aurora 2 database," in Eurospeech'03, Geneva, Switzerland, 2003, pp. 21-25.
4. F. G. Zeng, K. Nie, G. S. Stickney, Y. Y. Kong, M. Vongphoe, A. Bhargave, C. Wei, and K. Cao, "Speech recognition with amplitude and frequency modulations," Proc Natl Acad Sci U S A, vol. 102, no. 7, pp. 2293-8, 2005.
5. R. Kumaresan and A. Rao, "Model based approach to envelope and positive instantaneous frequency estimation of signals with speech applications," Journal of the Acoustical Society of America, vol. 105, pp. 1912-1924, March 1999.
6. R. Kumaresan and Y. Wang, "On representing signals using only timing information," Journal of the Acoustical Society of America, vol. 110, pp. 2421-2439, Nov 2001.
7. J. Anantharaman, A. Krishnamurthy, and L. Feth, "Intensity-weighted average of instantaneous frequency as a model for frequency discrimination, " Journal of the Acoustical Society of America, vol. 94, pp. 723-729, Aug. 1993.
8. L. Cohen, Time-Frequency Analysis. Englewood Cliffs, NJ: Prentice Hall, 1995.
9. S. M. Kay, "A fast and accurate single frequency estimator," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 37, pp. 1987-1990, Dec. 1989.
10. A. Potamianos and P. Maragos, "Time-frequency distributions for automatic speech recognition," Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Jun. 1999.