Adaptive training with joint uncertainty decoding for robust recognition of noisy data

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

Volumn 4, Issue , 2007, Pages

  Liao, H ^a   Gales, M J F ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Adaptive training; Broadcast news; Noise robust speech recognition; Uncertainty decoding

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; ADAPTIVE ALGORITHMS; ROBUST CONTROL; SIGNAL ENCODING; SIGNAL TO NOISE RATIO; WAVELET TRANSFORMS;

ADAPTIVE TRAINING; BROADCAST NEWS; NOISE ROBUST SPEECH RECOGNITION; UNCERTAINTY DECODING;

SPEECH RECOGNITION;

EID: 34547528168     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366931     Document Type: Conference Paper

References (11)

1. T. Anastasakos, J. McDonough, R. Schwartz, and J. Makhoul, "A compact model for speaker-adaptive training," in Proc. ICSLP, 1996.
2. M. J. F. Gales, "Acoustic factorisation," in Proc. ASRU, 2001.
3. H. Liao and M. J. F. Gales, "Uncertainty decoding for noise robust speech recognition," Tech. Rep. CUED/F-INFENG/TR499, University of Cambridge, 2004.
4. H. Liao and M. J. F. Gales, "Joint uncertainty decoding for noise robust speech recognition," in Proc. Interspeech, 2005.
5. M. J. F. Gales, Model-Based Techniques for Noise Robust Speech Recognition, Ph.D. thesis, Cambridge University, 1995.
6. A. Acero, L. Deng, T. T. Kristjansson, and J. Zhang, "HMM adaptation using vector Taylor series for noisy speech recognition," in Proc. ICSLP, Beijing, China, Oct. 2000.
7. H. Xu, L. Rigazio, and D. Kryze, "Vector Taylor series based joint uncertainty decoding," in Proc. Interspeech, 2006.
8. H. Liao and M. J. F. Gales, "Issues with uncertainty decoding for noise robust speech recognition," in Proc. ICSLP, 2006.
9. P. Moreno, Speech Recognition in Noisy Environments, Ph.D. thesis, Carnegie Mellon University, 1996.
10. H. Liao and M. J. F. Gales, "Joint uncertainty decoding for robust large vocabulary speech recognition," Tech. Rep. CUED/F-INFENG/TR552, University of Cambridge, 2006.
11. D. Y. Kim, G. Evermann, T. Hain, D. Mrva, S. E. Tranter, L. Wang, and P. C. Woodland, "Recent advances in broadcast news transcription," in Proc. ASRU, 2003.