Optimization of gabor features for text-independent speaker identification

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn , Issue , 2007, Pages 3932-3935

  Mildner, Volker ^a   Goetze, Stefan ^a   Karl Dirk Kammeyer, ^a   Mertins, Alfred ^b  

^a UNIVERSITY OF BREMEN   (Germany)

^b UNIVERSITY OF OLDENBURG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FEATURE EXTRACTION; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION;

GABOR-FILTERS; GAUSSIAN MIXTURE MODELS (GMM);

SPEECH RECOGNITION;

EID: 34548833292     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iscas.2007.378660     Document Type: Conference Paper

References (8)

1. D. A. Reynolds, "An Overview of Automatic Speaker Recognition Technology," in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Orlando, Florida, May 2002.
2. D. A. Reynolds and R. C. Rose, "Robust Text-Independend Speaker Identification Using Gaussian Mixture Speaker Models," IEEE Trans. on Speech and Audio Processing, vol. 3, no. 1, pp. 72-83, Jan. 1995.
3. A. Dempster, N. Laird, and D. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," J. Royal Stat. Soc., vol. 39, pp. 1-38, 1977.
4. M. Kleinschmidt, Robust Speech Recognition Based on Spectro-Temporal Processing. PhD thesis at University of Oldenburg, 2002.
5. P. Vary and R. Martin, Digital Speech Transmission - Enhancement, Coding, and Error Concealment, 1st ed. Wiley & Sons, 2006.
6. S. Umesh and L. Cohen, "Scale Transform in Speech Analysis," in IEEE Transactions on Speech and Audio Processing, vol.7, January 1999.
7. J. Godfrey and D. Graff, "Public Databases for Speaker Recognition and Verification," ECSA Workshop Automat. Speaker Recognition, vol. 10, pp. 39-42, March 1994.
8. Q. Li, J. Zheng, A. Tsai, and Q. Zhou, "Robust Endpoint Detection and Energy Normalization for Real-Time Speech and Speaker Recognition," IEEE Trans. on Speech and Audio Processing, vol. 10, no. 3, pp. 146-157, March 2002.