Automatic speech processing methods for bioacoustic signal analysis: A case study of cross-disciplinary acoustic research

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

Volumn 5, Issue , 2006, Pages

  Harris, John G ^a   Skowronski, Mark D ^a  

^a UNIVERSITY OF FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; LEARNING SYSTEMS; SIGNAL PROCESSING; SPEECH RECOGNITION; TIME SERIES ANALYSIS;

BIOACOUSTIC ANALYSIS; BIOACOUSTIC SIGNAL ANALYSIS; SPEECH PROCESSING RESEARCH;

SPEECH PROCESSING;

EID: 33947636166     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. L. R. Rabiner and R. W. Schafer, Digital Processing of Speech Signals, Prentice Hall, Upper Saddle River, NJ, 1978.
2. J. B. Allen and L. R. Rabiner, "A unified approach to short-time Fourier analysis and synthesis," Proc. IEEE, vol. 65, no. 11, pp. 1558-1564, 1977.
3. S. B. Davis and P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences," IEEE Trans. Acoust., Speech, Sign. Process., vol. 28, no. 4, pp. 357-366, 1980.
4. M. R. Schroeder and B. S. Atal, "Code-excited linear prediction (CELP): high-quality speech at very low bit rates," in Int. Conf. Acoust., Speech, and Sign. Process., Tampa, FL, Apr. 1985, pp. 937-940, IEEE.
5. L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," in Readings in Speech Recognition, A. Waibel and K.-F. Lee, Eds., pp. 267-296. Kaufmann, San Mateo, CA, 1990.
6. S. Furui, "Cepstral analysis technique for automatic speaker verification," IEEE Trans. Acoust., Speech, and Sign. Process., vol. 29, no. 2, pp. 254-272, Apr 1981.
7. B. S. Atal, "Effectiveness of linear prediction characteristics of the speech wave for automatic speaker identification and verification," J. Acoust. Soc. Am., vol. 55, no. 6, pp. 1304-1312, June 1974.
8. H. Hermansky, "Perceptual linear prediction (PLP) analysis for speech," J. Acoust. Soc. Am., vol. 87, pp. 1738-1752, 1990.
9. M. D. Skowronski and J. G. Harris, "Exploiting independent filter bandwidth of human factor cepstral coefficients in automatic speech recognition," J. Acoust. Soc. Am., vol. 116, no. 3, pp. 1774-1780, September 2004.
10. M. Brock Fenton, Bats, Facts on File, New York, NY, 1992, ISBN: 0-816-02679-3.
11. M. Brock Fenton, Communication in the Chiroptera, Indiana University Press, Bloomington, IN, 1985, ISBN: 0-253-31381-3.
12. D. R. Griffin, Listening in the dark: the acoustic orientation of bats and men, Comstock Pub. Associates, Ithaca, NY, 1958, ISBN: 0801493676.
13. M. B. Fenton and G. P. Bell, "Recognition of species of insectivorous bats by their echolocation calls," J. Mammal., vol. 62, no. 2, pp. 233-243, May 1981.
14. M. K. Obrist, "Flexible bat echolocation: the influence of individual, habitat and conspecifics on sonar signal design," Behav. Ecol. Sotiobiol., vol. 36, pp. 207-219, 1995.
15. W. L. Gannon, R. E. Sherwin, and S. Haymond, "On the importance of articulating assumptions when conducting acoustic studies of habitat use by bats," Wild. Soc. Bull., vol. 31, no. 1, pp. 45-61, 2003.
16. S. Parsons, A. M. Boonman, and M. K. Obrist, "Advantages and disadvantages of techniques for transforming and analyzing chiropteran echolocation calls," J. Mammal., vol. 81, no. 4. pp. 927-938, Nov. 2000.
17. M. D. Skowronski and J. G. Harris, "Automatic detection of microchiroptera echolocation calls from field recordings using machine learning algorithms," J. Acoust. Soc. Am., vol. 117, no. 4, pp. 2552, Apr. 2005, 149th meeting of the Acoustical Society of America, Vancouver, Canada, May 16-20.
18. M. D. Skowronski and J. G. Harris, "Acoustic detection and classification of microchiroptera using machine learning: lessons learned from automatic speech recognition," J. Acoust. Soc. Am., 2005, submitted.
19. K. Murphy, "Bayes network toolbox for matlab," 2005, URL: http://www.cs.ubc.ca/~murphyk/Software/BNT/bnt.html [Oct. 21, 2005].
20. R. F. Lance, B. Bollich, C. L. Callahan, and P. L. Leberg, "Surveying forest-bat communities with Anabat detectors," in Bats and Forests Symposium, R. M. R. Barclay and R. M. Brigham, Eds., Victoria, B.C., CA, 1996, pp. 175-184, Res. Br., B.C. Min. For.
21. M. K. Obrist, R. Boesch, and P. F. Fluckiger, "Variability in echolocation call design of 26 Swiss bat species: consequences, limits and options for automated field identification with a synergetic pattern recognition approach," Mammalia, vol. 68, no. 4, pp. 307-322, Dec. 2004.
22. B. D. Lawrence and J. A. Simmons, "Measurements of atmospheric attenuation at ultrasonic frequencies and the significance for echolocation by bats," J. Acoust. Soc. Am., vol. 71, no. 3, pp. 585-590, Mar. 1982.