Missing feature theory with soft spectral subtraction for speaker verification

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn 2, Issue , 2006, Pages 913-916

  Padilla, Michael T ^a   Quatieri, Thomas F ^b   Reynolds, Douglas A ^b  

^a STANFORD UNIVERSITY   (United States)

^b MIT LINCOLN LABORATORY   (United States)

Author keywords

GMM; Missing features; Speaker verification; Spectral subtraction

Indexed keywords

BLENDING; GAUSSIAN NOISE (ELECTRONIC); SIGNAL TO NOISE RATIO; SPEECH RECOGNITION; WHITE NOISE;

ADDITIVE WHITE GAUSSIAN NOISE; EQUAL ERROR RATE; MISSING FEATURE THEORIES; MISSING FEATURES; NOISE MITIGATION; SNR RANGE; SPEAKER VERIFICATION; SPECTRAL SUBTRACTIONS;

FEATURE EXTRACTION;

EID: 44949181114     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. D.A. Reynolds and R.C. Ross, Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Models, IEEE Transactions on Speech and Audio Processing, Vol. 3, No. 1, Pages 72-83, Jan. 1995.
2. M. Padilla and T.F. Quatieri, A Comparison of Soft and Hard Spectral Subtraction for Speaker Verification, ICSLP, 2004.
3. A. Drygajlo and M. El-Maliki, Use of Generalized Spectral Subtraction and Missing Feature Compensation for Robust Speaker Verification, Proc. of RLA2C, April 1998.
4. R.P. Lippman and B.A. Carlson, Using Missing Feature Theory to Actively Select Features for Robust Speech Recognition with Interruptions, Filtering, and Noise, Proc. Fifth European Conf. on Speech Communication and Technology, Vol. 1, Pages KN37-40, Rhodes, Greece, Sept. 1997.
5. T.F. Quatieri, Principles of Discrete-Time Speech Processing: Principles and Practice, Prentice Hall, 2000.
6. S. VanVuuren and H. Hermansky, On the Importance of Components of the Modulation Spectrum for Speaker Verification, IC-SLP, 1998.
7. M. El-Maliki and A. Drygajlo, Missing Features Detection and Handling for Robust Speaker Verification, Proc. Sixth European Conf. on Speech Communication and Technology, Vol. 2, Pages 975-978, Budapest, Hungary, Sept. 1999.