Combining missing-feature theory, speech enhancement and speaker-dependent/-independent modeling for speech separation

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

Volumn 1, Issue , 2006, Pages 93-96

  Ming, Ji ^a   Hazen, Timothy J ^b   Glass, James R ^b  

^a QUEEN'S UNIVERSITY BELFAST   (United Kingdom)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Robustness; Speech enhancement; Speech recognition; Speech separation

Indexed keywords

DEEP NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); SEPARATION; SPEECH; SPEECH ANALYSIS; SPEECH ENHANCEMENT;

HMM-BASED; MISSING FEATURE THEORIES; MISSING FEATURES; SPEAKER DEPENDENTS; SPEECH SEPARATION; WIENER FILTERING; WORD ACCURACIES;

SPEECH RECOGNITION;

EID: 44949179273     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Cooke, M. and Lee, T-W., "Speech separation challenge", http://www.interspeech2006.org, 2006.
2. Ma, N., Lu, Y. and Cooke, M., "Speech separation challenge; baseline recognizer and scoring scripts," http://www.interspeech2006.org, 2006.
3. Ji, Ming and Smith, F. J., "A posterior union model for improved robust speech recognition in nonstationary noise," ICASSP'2003, pp. 420-423.
4. Nadeu, C., Hernando, J. and Gorricho, M., "On the decorrelation of the filter-bank energies in speech recognition," Eurospeech'1995, pp. 1381-1384.
5. Lim, J. S. and Oppenheim, A. V., "Enhancement and bandwidth compression of noisy speech," Proc. of IEEE, Vol. 67, 1979, pp. 1586-1604.
6. http://www.cs.qub.ac.uk/~J.Ming/SpeechSeparation.htm
7. Ji, Ming, Hazen, T. J. and Glass, J. R., "A comparative study of methods for handheld speaker verification in realistic noisy conditions," to appear in IEEE Odyssey 2006.