Automatic classification of killer whale vocalizations using dynamic time warping

Journal of the Acoustical Society of America

Volumn 122, Issue 2, 2007, Pages 1201-1207

  Brown, Judith C ^a,b   Miller, Patrick J O ^c  

^a WELLESLEY COLLEGE   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^c UNIVERSITY OF ST ANDREWS   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE; ALGORITHMS; BIOELECTRIC POTENTIALS; SENSORY PERCEPTION;

KILLER WHALE SOUNDS; LOW FREQUENCY CONTOUR (LFC); MULTIDIMENSIONAL SCALING;

CLASSIFICATION (OF INFORMATION);

ALGORITHM; ANALYTIC METHOD; ANIMAL EXPERIMENT; ARTICLE; CONTROLLED STUDY; FREQUENCY ANALYSIS; KILLER WHALE; NONHUMAN; PITCH; PRIORITY JOURNAL; SOUND DETECTION; VOCALIZATION;

ALGORITHMS; ANIMAL COMMUNICATION; ANIMALS; AUTOMATION; ECHOLOCATION; SOUND SPECTROGRAPHY; TIME FACTORS; VOCALIZATION, ANIMAL; WHALE, KILLER;

EID: 34547614986     PISSN: 00014966     EISSN: None     Source Type: Journal    
DOI: 10.1121/1.2747198     Document Type: Article

References (20)

1. Brown, J. C. (1992). " Musical fundamental frequency tracking using a pattern recognition method., " J. Acoust. Soc. Am. 92, 1394-1402.
2. Brown, J. C., Hodgins-Davis, A., and Miller, P. J. O. (2004). " Calculation of repetition rates of the vocalizations of killer whales., " J. Acoust. Soc. Am. 116, 2615.
3. Brown, J. C., Hodgins-Davis, A., and Miller, P. J. O. (2006). " Classification of vocalizations of killer whales using dynamic time warping., " J. Acoust. Soc. Am. 119, EL34-EL40.
4. Brown, J. C., and Miller, P. J. O. (2006a). " Dynamic time warping for automatic classification of killer whale vocalizations., " J. Acoust. Soc. Am. 119, 3434.
5. Brown, J. C., and Miller, P. J. O. (2006b). " Classifying killer whale vocalization using time warping., " Echoes 16, 45-47.
6. Buck, J. R., and Tyack, P. L. (1993). " A quantitative measure of similarity for Tursiops truncatus signature whistles., " J. Acoust. Soc. Am. 94, 2497-2506.
7. Chai, W., and Vercoe, B. (2003). " Structural analysis of musical signals for indexing and thumbnailing., " Proceedings of ACMIEEE Joint Conference on Digital Libraries.
8. Deecke, V. B., and Janik, V. M. (2006). " Automated categorization of bioacoustic signals: Avoiding perceptual pitfalls., " J. Acoust. Soc. Am. 119, 645-653.
9. Foote, J. (2000). " ARTHUR: Retrieving orchestral music by long-term structure., " Proc. of the 1st Annual International Symposium on Music Information Retrieval (ISMIR 2000), pp. 1-6.
10. Hess, W. (1983). Pitch Determination of Speech Signals: Algorithms and Devices (Springer-Verlag, Berlin).
11. Hu, N., Dannenberg, R. B., and Tzanetakis, G. (2003). " Polyphonic audio matching and alignment for music retrieval., " IEEE Workshop on Applications of Signal Processing to Audio, New Paltz, NY.
12. Itakura, F. (1975). " Minimum prediction residual principle applied to speech recognition., " IEEE Trans. Acoust., Speech, Signal Process. ASSP-23, 57-72.
13. Kruskal, J., and Sankoff, D. (1983). " An anthology of algorithms and concepts for sequence comparison., " in Time Warps, String Edits, and Macromolecules: The Theory and Practice of String Comparison, edited by, D. Sankoff, and, J. Kruskal, (Addison-Wesley, Reading, MA).
14. Myers, C., Rabiner, L. R., and Rosenberg, A. E. (1980). " Performance tradeoffs in dynamic time warping algorithms for isolated word recognition., " IEEE Trans. Acoust., Speech, Signal Process. ASSP-28, 623-634.
15. Rabiner, L., and Juang, B. H. (1993). Fundamentals of Speech Recognition (Prentice Hall, Englewood Cliffs, NJ).
16. Sakoe, H., and Chiba, S. (1978). " Dynamic programming optimization for spoken word recognition., " IEEE Trans. Acoust., Speech, Signal Process. ASSP-26, 43-49.
17. Tyson, R. (2006). " The presence and potential functions of nonlinear phenomena in cetacean vocalizations., " thesis, Florida State University, Tallahassee, FL.
18. Tyson, R., Nowacek, D. P., and Miller, P. J. O. (2006). " Nonlinear phenomena in the vocalizations of North Atlantic right whales (Eubalaena glacialis) and killer whales (Orcinus orca)., " accepted by J. Acoust. Soc. Am..
19. Wang, C., and Seneff, S. (2000). " Robust pitch tracking for prosodic modeling in telephone speech., " Proceedings IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 3, pp. 1343-1346.
20. Yurk, H., Barrett-Lennard, L., Ford, J. K. B., and Matkin, C. O. (2002). " Cultural transmission within maternal lineages: vocal clans in resident killer whales in southern Alaska., " Anim. Behav. 63, 1103-1119.