Generalized perceptual features for vocalization analysis across multiple species

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

Volumn 1, Issue , 2006, Pages

  Clemins, Patrick J ^a   Trawicki, Marek B ^a   Adi, Kuntoro ^a   Jidong, Tao ^a   Johnson, Michael T ^a  

^a Marquette University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; FREQUENCY MODULATION; LINEAR PROGRAMMING; SIGNAL FILTERING AND PREDICTION;

GENERALIZED PERCEPTUAL LINEAR PREDICTION (GPLP); GREENWOOD FUNCTION CEPSTRAL COEFFICIENT (GFCC); MEL-FREQUENCY CEPSTRAL COEFFICIENT (MFCC); PERCEPTUAL LINEAR PREDICTION (PLP);

SPEECH ANALYSIS;

EID: 33947710082     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. S. B. Davis and P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 28, pp. 357-366, 1980.
2. H. Hermansky, "Perceptual linear predictive (PLP) analysis for speech recognition," The Journal of the Acoustical Society of America, vol. 87, pp. 1738-1752, 1990.
3. D. D. Greenwood, "Critical bandwidth and the frequency coordinates of the basilar membrane," The Journal of the Acoustical Society of America, vol. 33, pp. 1344-1356, 1961.
4. E. L. LePage, "The mammalian cochlear map is optimally warped," The Journal of the Acoustical Society of America, vol. 114, pp. 896-906, 2003.
5. G. V. Békésy, Experiments in Hearing. New York: McGraw-Hill, 1960.
6. R. S. Heffner and H. E. Heffner, "Hearing in the elephant (Elephas maximus): Absolute sensitivity, frequency discrimination, and sound localization," Journal of Comparative and Physiological Psychology, vol. 96, pp. 926-944, 1982.
7. E. P. Edwards, "Hearing ranges of four species of birds," The Auk, vol. 60, pp. 239-241, 1943.
8. P. J. Clemins and M. T. Johnson, "Generalized perceptual linear predicition (gPLP) features for animal vocalization analysis," The Journal of the Acoustical Society of America, in review.
9. P. J. Clemins, "Automatic Classification of Animal Vocalizations," in Electrical and Computer Engineering. Milwaukee, WI: Marquette University, 2005.
10. I. Anderson, "How penguins p-p-pick up each other," New Scientist, vol. 118, pp. 27, 1988.
11. D. R. Ketten, "A summary of audiometric and anatomical data and its implications fro underwater acoustic impacts," NOAA Technical Memorandum, 1998.
12. R. J. Dooling, "Avian Hearing and the Avoidance of Wind Turbines," National Renewable Energy Laboratory, Golden, CO NREL/TP-500-30844, June 2002.
13. T. S. Osiejuk, K. Ratynska, J. P. Cygan, and D. Svein, "Song structure and repertoire variation in ortolan bunting (Emberiza hortulana L.) from isolated Norwegian population," Annales Zoologici Fennici, vol. 40, pp. 3-16, 2003.
14. M. B. Trawicki and M. T. Johnson, "Automatic Song-Type Classification and Speaker Identification of Norwegian Ortolan Bunting (Emberiza Hortulana)," presented at IEEE International Conference on Machine Learning in Signal Processing (MLSP), Mystic, Connecticut, September, 2005.
15. Cambridge University Engineering Department, Hidden Markov Model Toolkit (HTK) Version 3.2.1 User's Guide. Cambridge, MA, 2002.
16. K. M. Leong, A. Ortolani, K. D. Burks, J. D. Mellen, and A. Savage, "Quantifying acoustic and temporal characteristics of vocalizations of a group of captive African elephants (Loxodonta africana)," Bioacoustics, vol. 13, pp. 213-231, 2002.