Effect of clinical depression on automatic speaker identification

3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009

Volumn , Issue , 2009, Pages

  Memon, Sheeraz ^a   Maddage, Namunu C ^a   Lech, Margaret ^a   Allen, Nicholas ^b  

^a RMIT UNIVERSITY   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Clinical environment; Depression; GMM; GMM VQ; Speaker recognition

Indexed keywords

CLINICAL DEPRESSION; CLINICAL ENVIRONMENTS; CONTROL SET; GAUSSIAN MIXTURES; GAUSSIAN MODELING; IN-BETWEEN; K-MEANS; MODELING METHOD; RECOGNITION RATES; SPEAKER IDENTIFICATION; SPEAKER RECOGNITION; SPEECH RECORDING; STATISTICAL MODELS;

BIOINFORMATICS; MAGNETOSTRICTIVE DEVICES;

SPEECH RECOGNITION;

EID: 73049101568     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2009.5162690     Document Type: Conference Paper

References (16)

1. Karlsson, I., et al."Speaker verification with elicited speaking styles in the VeriVox project," Speech Comm. 31(2-3): 121-129, 2000.
2. K. R. Scherer et al. "Can automatic speaker verification be improved by training the algorithms on emotional speech" University of Geneva, Switzerland.
3. Murray, I. R., & Arnott, J. L. "Toward a simulation of emotion in synthetic speech" JASA 93: 1993.
4. C. R. Jankowski et al., "Fine structure features for speaker identification," ICASSP, 1996.
5. M. D. Plumpe, et al. "Modeling of the glottal flow derivative waveform with application to speaker identification," IEEE Trans. Speech Audio Process., 7, (5), 1999.
6. B. Peskin et al., "Using prosodic and conversational features for high performance speaker recognition" ICASSP, vol. 4, 2003
7. D. A. Reynolds, "Experimental evaluation of features for robust speaker identification," IEEE Trans. Speech Audio Process., 2(4), 1994.
8. H. Jialong, L. Liu, and P. Gunther,"A new codebook training algorithm For VQ-based speaker recognition", IEEE international conference on acoustics, speech and signal processing, Vol. 2, 1997.
9. G. Singh,A. Panda, S. Bhattacharyya, and T. Srikanthan," Vector quantization techniques for GMM based speaker verification", IEEE international conference on acoustics, speech and signal processing, V.2, 2003
10. Y Linde, A Buzo and R.M. Gray "An Algorithm for Vector Quantizer Design", IEEE Transactions on Communications, V..28(1) 1980.
11. L. Tue, H. Anant,E. Deniz, and C. Jose,"Vector Quantization using information theoretic concepts", Natural Computing: an international journal, vol . 4, Issue. 1, pp. 39-51, January 2005.
12. Ben Gold and Nelson Morgan, Speech and Audio Signal Processing, John Willy & Sons,2002.
13. J. P. Campbell, Jr., "Speaker Recognition: A Tutorial", Sept. 1997.
14. D. Reynolds, T. Quatieri, and R. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Process., vol.10, 2000.
15. S. Memon, M. Lech, "Speaker verification based on information theoretic vector quantization", proceedings of IMTIC, V.20, Springer 2008.
16. S. Memon, M. Lech, "Using information theoretic vector quantization for GMM based speaker verification", proceedings of EUSIPCO, 2008.