Tentative Topic List:
2012/01/03 Recent Developments in Speech Recognition Technologies and Their Applications 2008/05/12 Statistical Language Modeling for Speech Recognition and Information Retrieval 2008/05/12 Word Topical Mixture Models 2008/05/12 Introduction to SRILM Toolkit 2008/05/16 Exploiting Feature Distribution Characteristics for Robust Speech Recognition 2008/06/16 A Survey on Spoken Document Indexing and Retrieval 2008/07/21 Latent Semantic Approaches for Information Retrieval and Language Modeling 2009/03/02 Decision Tree Learning
2012/01/03
Recent Developments in Speech Recognition Technologies and Their Applications
2008/05/12
Statistical Language Modeling for Speech Recognition and Information Retrieval
Word Topical Mixture Models
Introduction to SRILM Toolkit
References:
- Statistical Language Modeling
1. J. R. Bellegarda, Statistical language model adaptation: review and perspectives, Speech Communication 42(11), 93-108, 2004 2. R. Rosenfeld, Two decades of statistical language modeling: where do we go from here?, Proceedings of IEEE, August 2000 3. J. Goodman, A bit of progress in language modeling, extended version Microsoft Research Technical Report MSR-TR-2001-72, 2001 4. L.K. Saul and F.C.N. Pereira. Aggregate and mixed-order Markov models for statistical language processing. EMNLP1997 5. H.S. Chiu, B. Chen. Word topical mixture models for dynamic language model adaptation, ICASSP2007
1.
J. R. Bellegarda, Statistical language model adaptation: review and perspectives, Speech Communication 42(11), 93-108, 2004
2.
R. Rosenfeld, Two decades of statistical language modeling: where do we go from here?, Proceedings of IEEE, August 2000
3.
J. Goodman, A bit of progress in language modeling, extended version Microsoft Research Technical Report MSR-TR-2001-72, 2001
- Information Retrieval Models
1. X., W. Liu, B. Croft, Statistical language modeling for information retrieval. Annual Review of Information Science and Technology 39, Chapter 1, 2005
X., W. Liu, B. Croft, Statistical language modeling for information retrieval. Annual Review of Information Science and Technology 39, Chapter 1, 2005
- Indexing and Retrieval of Spoken Documents
1. B. Chen, H.M. Wang, L.S. Lee, Spoken document retrieval and summarization, Advances in Chinese Spoken Language Processing, Chapter 13, 2006 2. C. Chelba, T.J. Hazen, and M. Saraclar. Retrieval and Browsing of Spoken Content. IEEE Signal Processing Magazine 25 (3), May 2008 3 C. Chelba, J. Silva and A. Acero. Soft Indexing of Speech Content for Search in Spoken Documents. Computer Speech & Language 21(3), 2007 4 M. Gilbert and J. Feng. Speech and Language Processing over the Web. IEEE Signal Processing Magazine 25 (3), May 2008
B. Chen, H.M. Wang, L.S. Lee, Spoken document retrieval and summarization, Advances in Chinese Spoken Language Processing, Chapter 13, 2006
C. Chelba, T.J. Hazen, and M. Saraclar. Retrieval and Browsing of Spoken Content. IEEE Signal Processing Magazine 25 (3), May 2008
1. F. Casacuberta, M. Federico, H. Ney, and E. Vidal. Recent Efforts in Spoken Language Translation. IEEE Signal Processing Magazine 25 (3), May 2008
F. Casacuberta, M. Federico, H. Ney, and E. Vidal. Recent Efforts in Spoken Language Translation. IEEE Signal Processing Magazine 25 (3), May 2008