Group delay features for speaker recognition

2007 6th International Conference on Information, Communications and Signal Processing, ICICS

Volumn , Issue , 2007, Pages

  Thiruvaran, Tharmarajah ^a,b   Ambikairajah, Eliathamby ^a,b   Epps, Julien ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b CSIRO   (Australia)

Author keywords

Group delay; Speaker recognition

Indexed keywords

GROUP DELAY; GROUP DELAYS; SPEAKER RECOGNITION;

FEATURE EXTRACTION;

EID: 50449103002     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICS.2007.4449768     Document Type: Conference Paper

References (19)

1. L. D. Alsteris and K. K. Paliwal, "Short-time phase spectrum in speech processing: A review and some experimental results," Digital Signal Processing: A Review Journal, vol. 17, pp. 578-616, 2007
2. H. A. Murthy and B. Yeganarayana, "Speech processing using group delay functions," Signal Processing, vol. 22, pp. 259-67, 1991.
3. T. Thiruvaran, E. Ambikairajah, and J. Epps, "Speaker identification using FM features.," in Proceedings of Eleventh Australasian International Conference on Speech Science and Technology 2006, pp. 148-152, 2006.
4. H. Banno, L. Jinlin, S. Nakamura, K. Shikano, and H. Kawahara, "Efficient representation of short-time phase based on group delay," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 861-864, 1998.
5. H. A. Murthy and V. Gadde, "The modified group delay function and its application to phoneme recognition," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 68-71, 2003.
6. R. M. Hegde, H. A. Murthy, and G. V. R. Rao, "Speech processing using joint features derived from the modified group delay function," in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 541-544, 2005.
7. T. Shin-Lun, I. S. Lei, and J. Yau-Tarng, "Projection-based group delay scheme for speech recognition," IEEE Transactions on Speech and Audio Processing, vol. 4, no. 2, pp. 138-140, 1996.
8. L. D. Alsteris and K. K. Paliwal, "Evaluation of the modified group delay feature for isolated word recognition," in Proceedings of the 8th International Symposium on Signal Processing and its Applications, pp. 715-718, 2005.
9. R. M. Hegde and H. A. Murthy, "Automatic language identification and discrimination using the modified group delay feature," in Proceedings of 2005 International Conference on Intelligent Sensing and Information Processing, pp. 395-399, 2005.
10. R. M. Hedge and H. A. Murthy, "Cluster and intrinsic dimensionality analysis of the modified group delay feature for speaker classification," in Proceedings of the 11th International Conference on Neural Information Processing, pp. 1172-1178, 2004.
11. R. M. Hegde, H. A. Murthy, and G. V. R. Rao, "Application of the modified group delay function to speaker identification and discrimination, " in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, vol.1, pp. 517-520, 2004.
12. P. Alku, M. Airas, T. Backstrom, and H. Pulakka, "Using group delay function to assess glottal flows estimated by inverse filtering," Electronics Letters, vol. 41, no. 9, pp. 562-563, 2005.
13. H. A. Murthy and B. Yegnanarayana, "Formant extraction from group delay function," Speech Communication, vol. 10, no. 3, pp. 209-221, 1991.
14. B. Bozkurt, L. Couvreur, and T. Dutoit, "Chirp group delay analysis of speech signals," Speech Communication, vol. 49, no. 3, pp. 159-176, 2007
15. T. Nagarajan and H. A. Murthy, "Subband-based group delay segmentation of spontaneous speech into syllable-like units," EURASIP Journal on Applied Signal Processing, vol. 2004, no. 17, pp. 2614-2625, 2004.
16. L. Rabiner and B.-H. Juang, Fundamentals of speech recognition. New York: Prentice Hall, 1993.
17. "The NIST year 2001 speaker recognition evaluation plan," http://www.nist.gov/speech/tests/spk/2001/doc/, 2001.
18. D. A. Reynolds and R. C. Rose, "Robust text-independent speaker identification using Gaussian mixture speaker models," IEEE Transactions on Speech and Audio Processing, vol. 3, no. 1, pp. 72-83, 1995.
19. D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, "Speaker verification using adapted Gaussian mixture models," in Digital Signal Processing, pp. 19-41, 2000.