State-level data borrowing for low-resource speech recognition based on Subspace GMMs

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

Volumn , Issue , 2011, Pages 553-556

  Qian, Yanmin ^a   Povey, Daniel ^b   Liu, Jia ^a  

^a TSINGHUA UNIVERSITY   (China)

^b MICROSOFT RESEARCH   (United States)

Author keywords

Low resource language; Speech recognition; Subspace Gaussian mixture model

Indexed keywords

GAUSSIAN MIXTURE MODEL; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; LOW-RESOURCE LANGUAGE; TRAINING DATA;

COMPUTER APPLICATIONS; COMPUTER SIMULATION; SPEECH RECOGNITION;

CONTINUOUS SPEECH RECOGNITION;

EID: 84865804486     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. P. Fung and T. Schultz, "Multilingual Spoken Language Processing", IEEE Signal Processing Magazine, vol. 25, pp:89-97, 2008.
2. Xiaodong Cui, Jian Xue, et al., "Acoustic Modeling with Bootstrap and Restructuring for Low-Resourced Languages", in Proc. Of INTERSPEECH, pp:2974-2977, 2010.
3. B. D. Walker, B. C. Lackey, J. S. Muller, and P. J. Schone, "Language-Reconfigurable Universal Phone Recognition", in Proc. Of EUROSPEECH, 2003.
4. Hui Lin, Li Deng, et al., "A Study on Multilingual Acoustic Modeling for Large Vocabulary ASR", in Proc. Of ICASSP, pp:4333-4336, 2009.
5. Sabato Macro Siniscalchi, Torbjorn Svendsen, and Chin-Hui Lee, "Toward bottom-up continuous phone recognition", in Proc. Of ASRU, 2007.
6. Sabato Macro Siniscalchi, Torbjorn Svendsen, and Chin-Hui Lee, "Toward A Detector-Based Universal Phone Recognizer", in Proc. Of ICASSP, pp:4261-4264, 2008.
7. D. Povey, Lukas Burget, et al., "The Subspace Gaussian Mixture Model-A Structured Model for Speech Recognition", Computer Speech and Language, vol. 25, Issue 2, pp:404-439, 2011.
8. D. Povey, Lukas Burget, et al., "Subspace Gaussian Mixture Models for Speech Recognition", in Proc. Of ICASSP, pp:4330-4333, 2010.
9. Lukas Burget, Petr Schwartz, et al., "Multilingual Acoustic Modeling for Speech Recognition based on Subspace Gaussian Mixture Models", in Proc. Of ICASSP, pp:4334-4337, 2010.
10. J-Y. Chen, J.R. Hershey, P.A. Olsen and E. Yashchin, "Accelerated Monte Carlo for Kullback-Leibler divergence between Gaussian mixture models", in Proc. Of ICASSP, pp:4553-4556, 2008.
11. A. Canavan, D. Graff, and G. Zipperlen, "CALLHOME American English/German/Spanish Speech", Linguistic Data Consortium, 1997.
12. A. Stolcke, "SRILM - An Extensible Language Modeling Toolkit", in Proc. Of ICSLP,pp:901-904, 2002.
13. J.J. Godfrey el at., "Switchboard: Telephone speech corpus for research and development", in Proc. Of ICASSP, 1992.
14. D. Graff, "English Gigaword", Linguistic Data Consortium, 2003.
15. Mehryar Mohri, Fernando Pereira, and Michael Riley, "Weight finite-state transducers in speech recognition", Computer Speech and Language, vol. 20, Issue 1, pp:69-88, 2002.
16. L. Gillick and S.J. Cox, "Some Statistical Issues in the Comparison of Speech Recognition Algorithms", in Proc. Of ICASSP,pp:532-535, 1989.
17. Yanmin Qian and Jia Liu, "Phone Modeling and Combining Discriminative Training for Mandarin-English Bilingual Speech Recognition", in Proc. Of ICASSP, pp:4918-4921, 2010.