A novel keyword+LVCSR-filler based grammar network representation for spoken keyword search

Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, ISCSLP 2014

Volumn , Issue , 2014, Pages 192-196

  Chen, I Fan ^a   Ni, Chongjia ^b   Lim, Boon Pang ^b   Chen, Nancy F ^b   Lee, Chin Hui ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

grammar network; keyword search; keyword spotting; spoken term detection

Indexed keywords

ALARM SYSTEMS; FILLERS;

FALSE ALARM RATE; GRAMMAR REPRESENTATION; KEYWORD DETECTIONS; KEYWORD SEARCH; KEYWORD SPOTTING; NETWORK REPRESENTATION; SPOKEN TERM DETECTIONS; TARGET SETTING;

SEARCH ENGINES;

EID: 84912082128     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCSLP.2014.6936713     Document Type: Conference Paper

References (31)

1. J. G. Wilpon, L. R. Rabiner, C.-H. Lee, and E. Goldman, "Automatic recognition of keywords in unconstrained speech using hidden Markov models, " IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 38, pp. 1870-1878, 1990.
2. R. C. Rose and D. B. Paul, "A hidden Markov model based keyword recognition system, " in Proc. ICASSP-90, 1990, pp. 129-132.
3. D. Vergyri, I. Shafran, A. Stolcke, R. R. Gadde, M. Akbacak, B. Roark, et al., "The SRI/OGI 2006 spoken term detection system, " in Proc. Interspeech, 2007, pp. 2393-2396.
4. J. Mamou, B. Ramabhadran, and O. Siohan, "Vocabulary independent spoken term detection, " in Proceedings of the 30 th annual international ACM SIGIR conference on Research and development in information retrieval, 2007, pp. 615-622.
5. D. R. Miller, M. Kleber, C.-l. Kao, O. Kimball, T. Colthurst, S. A. Lowe, et al., "Rapid and accurate spoken term detection, " in Proc. Interspeech, 2007.
6. R. Wallace, R. Vogt, and S. Sridharan, "A Phonetic Search Approach to the 2006 NIST Spoken Term Detection Evaluation, " in Proc. Interspeech, 2007.
7. J. Makhoul, F. Kubala, T. Leek, D. Liu, L. Nguyen, R. Schwartz, et al., "Speech and Langauge Technologies for Audio Indexing and Retrieval, " Proc. IEEE, vol. 88, pp. 1338-1353, 2000.
8. R. L. Warren., "BROADCAST SPEECH RECOGNITION SYSTEM FOR KEYWORD MONITORING, " U.S. Patent 6332120 B1, 2001.
9. T. Kawahara, C.-H. Lee, and B.-H. Juang, "Key-Phrase Detection and Verification for Flexible Speech Understanding, " IEEE Trans. on Speech and Audio Proc., vol. 6, pp. 558-568, Nov. 1998.
10. B.-H. Juang and S. Furui, "Automatic Recognition and Understanding of Spoken Language - A First Step Toward Natural Human-Machine Communication, " Proc. IEEE, vol. 88, pp. 1142-1165, Aug. 2000.
11. S. F. Chen and J. Goodman, "An empirical study of smoothing techniques for langauge modeling, " Computer Speech & Language, vol. 13, pp. 359-393, October 1999 1999.
12. K. Riedhammer, V. H. Do, and J. Hieronymus, "A Study on LVCSR and Keyword Search for Tagalog, " in Proc. Interspeech, 2013.
13. R. Rosenfeld, "Two Decades of Statistical Language Modeling: Where Do We Go from Here?, " Proc. IEEE, vol. 88, pp. 1270-1278, 2000.
14. P. Jeanrenaud, E. Eide, U. Chaudhari, J. McDonough, K. Ng, M. Siu, et al., "Reducing word error rate on conversational speech from the Switchboard corpus, " in Proc. ICASSP-95, 1995, pp. 53-56 vol. 1.
15. D. S. Pallett, "A Look at NIST's Benchmark ASR tests: Past, Present, and Future, " in ASRU, 2003.
16. J. G. Fiscus, J. Ajot, J. S. Garofolo, and G. Doddintion, "Results of the 2006 Spoken Term Detection Evaluation, " in Proc. Interspeech, 2007.
17. I. Szoeke, M. Fapso, and L. Burget, "Hybrid wordsubword decoding for spken term detection, " in Proc. SIGIR, Singapore, 2008.
18. J. Mamou, B. Ramabhadran, and O. Siohan, "Vocabulary Independent Spoken Term Detection, " in Proc. SIGIR, 2007, pp. 615-622.
19. J. Cui, X. Cui, B. Ramabhadran, J. Kim, B. Kingsbury, J. Mamou, et al., "DEVELOPING SPEECH RECOGNITION SYSTEMS FOR CORPUS INDEXING UNDER THE IARPA BABEL PROGRAM, " in Proc. ICASSP, 2013.
20. N. F. Chen, S. Sivadas, B. P. Lim, H. G. Ngo, H. Xu, V. T. Pham, et al., "STRATEGIES FOR VIETNAMESE KEYWORD SEARCH, " in Proc. ICASSP, 2013.
21. F. Metze, X. Anguera, E. Barnard, M. Davel, and G. Gravier, "THE SPOKEN WEB SEARCH TASK AT MEDIAEVAL 2012, " in Proc. ICASSP, 2013.
22. C. Moseley, Ed., Atlas of the World's Languages in Danger. Paris: UNESCO, 2010.
23. BABEL Program. Available: http://www.iarpa.gov/Programs/ia/Babel/babel.html
24. F. Metze, N. Rajput, X. Anguera, M. Davel, G. Gravier, C. v. Heerden, et al., "THE SPOKEN WEB SEARCH TASK AT MEDIAEVAL 2011, " in Proc. ICASSP, 2012.
25. MediaEval Benchmarking Initiative for Multimedia Evaluation. Available: http://www.multimediaeval.org/
26. M. Mohri, F. Pereira, and M. Riley, "Speech Recognition with Weighted Finite-State Transducers, " in Springer Handbook of Speech Processing, ed: Springer Berlin Heidelberg, 2008, pp. 559-584.
27. C. Allauzen, M. Mohri, and B. Roark, "Generalized algorithms for constructing language models, " in the 41st Annual Meeting of the Association for Computational Linguistics, 2003, pp. 40-47.
28. NIST Open Keyword Search 2013 Evaluation (OpenKWS13). Available: http://www.nist.gov/itl/iad/mig/openkws13.cfm
29. D. Povey, A. Ghoshal, G. Boulianne, L. s. B. O. r. Glembek, N. Goel, et al., "The Kaldi Speech Recognition Toolkit, " in IEEE 2011 Workshop on Automatic Speech Recognition and Understanding, ed Hilton Waikoloa Village, Big Island, Hawaii, US: IEEE Signal Processing Society, 2011.
30. K. Vesely, A. Ghoshal, L. Burget, and D. Povey, "Sequence-discriminative traning of deep neural networks, " in Proc. Interspeech, Lyon, France, 2013.
31. J. R. Novak. (2012). Phoneticsaurus -A WFST-driven Phoneticizer. Available: https://code.google.com/p/phonetisaurus