Optimal selection of limited vocabulary speech corpora

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

Volumn , Issue , 2011, Pages 1489-1492

  Lin, Hui ^a   Bilmes, Jeff ^a  

^a University of Washington   (United States)

Author keywords

Corpus subset selection; LVCSR; Submodularity

Indexed keywords

FAST IMPLEMENTATION; GRAPH CUT; LVCSR; OPTIMAL SELECTION; OPTIMAL SOLUTIONS; OPTIMIZATION PROBLEMS; SPEECH CORPORA; SPEECH DATA; SPEECH RECOGNITION ARCHITECTURES; SUBMODULAR FUNCTIONS; SUBMODULARITY; SUBSET SELECTION; VOCABULARY SIZE;

OPTIMIZATION; SOFTWARE AGENTS; SPEECH RECOGNITION;

PROBLEM SOLVING;

EID: 84865756305     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. C. Chelba, T. Brants, W. Neveitt, and P. Xu, "Study on interaction between entropy pruning and Kneser-Ney smoothing," in Proc. of Interspeech, September 2010.
2. S. Fujishige, Submodular functions and optimization, Elsevier Science Ltd, 2005.
3. S. King, C. Bartels, and J. Bilmes, "SVitchboard 1: Small Vocabulary Tasks from Switchboard," in Ninth European Conference on Speech Communication and Technology. ISCA, 2005.
4. H. Lin and J. Bilmes, "An application of the submodular principal partition to training data subset selection," in NIPS Workshop on Discrete Optimization in Machine Learning: Submodularity, Sparsity & Polyhedra, Vancouver, Canada, December 2010.
5. H. Narayanan, Submodular Functions and Electrical Networks, North-Holland, Amsterdam, 1997.
6. G.L. Nemhauser, L.A. Wolsey, and M.L. Fisher, "An analysis of approximations for maximizing submodular set functions I," Mathematical Programming, vol. 14, no. 1, pp. 265-294, 1978.
7. H. Lin and J. Bilmes, "How to select a good training-data subset for transcription: Submodular active selection for sequences," in Proc. of Interspeech, Brighton, UK, September 2009.
8. H. Lin and J. Bilmes, "Multi-document summarization via budgeted maximization of submodular functions," in NAACL/HLT-2010, Los Angeles, CA, June 2010.
9. H. Lin and J. Bilmes, "A class of submodular functions for document summarization," in The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT), Portland, OR, June 2011.
10. L. Fleischer and S. Iwata, "A push-relabel framework for submodular function minimization and applications to parametric optimization," in Symposium on Theory of Computing, 2000.
11. G. Gallo, M. D. Grigoriadis, and R. E. Tarjan, "A fast parametric maximum flow algorithm and applications," SIAM J. Comput., vol. 18, no. 1, pp. 30-55, 1989.
12. N. Ganapathiraju, A. Deshmukh, A. Gleeson, A. Hamakera, and J. Picone, "Resegmentation of SWITCHBOARD," in Proc. ICSLP, 1998.