Feature normalization for speaker verification in room reverberation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 4836-4839

  Ganapathy, Sriram ^a   Pelecanos, Jason ^b   Omar, Mohamed Kamal ^b  

^a JOHNS HOPKINS UNIVERSITY   (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Frequency Domain Linear Prediction (FDLP); Room Reverberation; Speaker Verification

Indexed keywords

ANALYSIS WINDOWS; BASELINE SYSTEMS; FEATURE EXTRACTION TECHNIQUES; FEATURE NORMALIZATION; FIRST-ORDER APPROXIMATIONS; FREQUENCY DOMAINS; LINEAR PREDICTION; REVERBERANT ENVIRONMENT; ROOM IMPULSE RESPONSE; ROOM REVERBERATION; SPEAKER RECOGNITION; SPEAKER VERIFICATION; SPEAKER VERIFICATION SYSTEM; SUB-BANDS;

EXPERIMENTS; FEATURE EXTRACTION; FREQUENCY DOMAIN ANALYSIS; IMPULSE RESPONSE; SIGNAL PROCESSING; SPEECH COMMUNICATION; SPEECH RECOGNITION;

REVERBERATION;

EID: 80051618525     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947438     Document Type: Conference Paper

References (14)

1. Davis, B. and Mermelstein, P., "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences", IEEE Trans. on Acoustics, Speech and Signal Processing, Vol. 28, pp. 357-366, 1980.
2. Pelecanos, J. and Sridharan, S., "Feature warping for robust speaker verification", Proc. Speaker Odyssey 2001 Speaker Recognition Workshop, Greece, pp. 213-218, 2001.
3. Hermansky, H. and Morgan, N., "RASTA processing of speech," IEEE Trans. on Speech and Audio Process., Vol. 2, pp. 578-589, 1994.
4. Furui, S., "Cepstral analysis technique for automatic speaker verification", IEEE Trans. on Acoustics, Speech and Signal Processing, Vol. 29, pp. 254-272.
5. Gelbart, D. and Morgan, N., "Double the trouble: handling noise and reverberation in far-field automatic speech recognition," Proc. ICSLP, Colorado, USA, pp. 2185-2188, 2002.
6. Thomas, S., Ganapathy, S. and Hermansky, H., "Recognition of reverberant speech using frequency domain linear prediction," IEEE Signal Proc. Letters, Vol. 15, pp. 681-684, 2008.
7. Athineos, M. and Ellis, D., "Autoregressive modelling of temporal envelopes," IEEE Tran. Signal Proc., Vol. 55, pp. 5237- 5245, 2007.
8. Mourjopoulos, J. and Hammond, K., "Modelling and enhancement of reverberant speech using an envelope convolution method," Proc. ICASSP, Boston, USA, pp. 1144-1147, 1983.
9. Ellis, D., http://labrosa.ee.columbia.edu/matlab/rastamat/.
10. Reynolds, D., Quatieri, T. and Dunn, R., "Speaker verification using adapted Gaussian mixture models," Digital Signal Process., Vol. 10 (1-3), pp. 19-41, 2000.
11. Campbell, W., Sturim, D., Reynolds, D. and Solomonoff, A., "SVM based speaker verification using a GMM supervector kernel and NAP variability compensation", Proc. ICASSP, France, pp. 97-100, 2006.
12. Hatch, A., Kajarekar, S. and Stolcke, A., "Within-class covariance normalization for SVM-based speaker recognition," Proc of Interspeech, Pennsylvania, USA, pp. 1471-1474, 2006.
13. Auckenthaler, R., Carey, M. and Lloyd-Thomas, H., "Score normalization for text-independent speaker verification systems," Digital Signal Process., Vol. 10, pp. 42-54, 2000.
14. "National Institute of Standards and Technology (NIST)," speech group website, http://www.nist.gov/speech, 2008.