Strategies for Vietnamese keyword search

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2014, Pages 4121-4125

  Chen, Nancy F ^a   Sivadas, Sunil ^a   Lim, Boon Pang ^a   Ngo, Hoang Gia ^b   Xu, Haihua ^c   Pham, Van Tung ^c   Ma, Bin ^a   Li, Haizhou ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^c NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

audio indexing; deep neural networks (DNN); glottalization; large vocabulary continuous speech recognition (LVCSR); low resourced languages; spoken term detection

Indexed keywords

CONTINUOUS SPEECH RECOGNITION; INDEXING (OF INFORMATION); SEARCH ENGINES;

AUDIO INDEXING; DEEP NEURAL NETWORKS; GLOTTALIZATION; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; SPOKEN TERM DETECTIONS;

SIGNAL PROCESSING;

EID: 84905234286     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2014.6854377     Document Type: Conference Paper

References (32)

1. Joseph Keshet, David Grangier, and Samy Bengio, "Discriminative keyword spotting," Speech Communication, vol. 51, no. 4, pp. 317-329, 2009.
2. I-Fan Chen and Chin-Hui Lee, "A hybrid HMM/DNN Approach to keyword spotting for short words," in Proc. of Interspeech, 2013, pp. 1574-1578.
3. Jonathan G Fiscus, Jerome Ajot, John S Garofolo, and George Doddingtion, "Results of the 2006 spoken term detection evaluation," in Proceedings of ACM SIGIR Workshop on Searching Spontaneous Conversational, 2007, pp. 51-55.
4. Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, et al., "The kaldi speech recognition toolkit," in Proc. of IEEE ASRU, 2011.
5. Tae-Jin Yoon, Xiaodan Zhuang, Jennifer Cole, and Mark Hasegawa-Johnson, "Voice quality dependent speech recognition," in International Symposium on Linguistic Patterns in Spontaneous Speech, 2008.
6. Korbinian Riedhammer, Van Hai Do, and James Hieronymus, Eds., A Study on LVCSR and Keyword Search for Tagalog. Proc. of Interspeech, 2013.
7. Ngoc Thang Vu and Tanja Schultz, "Vietnamese large vocabulary continuous speech recognition," in Proc. of IEEE ASRU. IEEE, 2009, pp. 333-338.
8. Murat Akbacak, Dimitra Vergyri, and Andreas Stolcke, "Openvocabulary spoken term detection using graphone-based hybrid recognition systems," in Proc. of IEEE ICASSP, 2008, pp. 5240-5243.
9. Dogan Can, Erica Cooper, Abhinav Sethy, Chris White, Bhuvana Ramabhadran, and Murat Saraclar, "Effect of pronounciations on OOV queries in spoken term detection," in Proc. of IEEE ICASSP, 2009, pp. 3957-3960.
10. Li Haizhou, Zhang Min, and Su Jian, "A joint source-channel model for machine transliteration," in Proc. of the 42nd Annual Meeting on Association for Computational Linguistics, 2004.
11. Maximilian Bisani and Hermann Ney, "Joint-sequence models for grapheme-to-phoneme conversion," Speech Communication, vol. 50, no. 5, pp. 434-451, 2008.
12. Warren Weaver, "Translation," Machine translation of languages, vol. 14, pp. 15-23, 1955.
13. Nam X Cao, Nhut M Pham, and Quan H Vu, "Comparative analysis of transliteration techniques based on statistical machine translation and joint-sequence model," in Proc. of Symposium on Information and Communication Technology. ACM, 2010, pp. 59-63.
14. Lidia Mangu, Hagen Soltau, Hong-Kwang Kuo, Brian Kingsbury, and George Saon, "Exploiting diversity for spoken term detection," in Proc. of IEEE ICASSP, 2013.
15. Alberto Abad, Luis Javier Rodrguez-Fuentes, Mikel Penagarikano, Amparo Varona, and Germán Bordel, "On the calibration and fusion of heterogeneous spoken term detectionsystems," in Proc. of Interspeech, 2013.
16. E. A. Fox and J. A. Shaw, "Combination of multiple searches," NIST Special Publication SP, pp. 243-243, 1994.
17. Brian Kingsbury, Jia Cui, Xiaodong Cui, Mark JF Gales, Kate Knill, Jonathan Mamou, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schluter, Abhinav Sehty, and Phillip C.Woodland, "A High Performance Cantonese Keyword Search System," in Proc. ICASSP, 2013.
18. Daniel Povey, Lukas Burget, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K Goel, Martin Karafíat, Ariya Rastrow, R. C. Rose, P Schearz, and S. Thomas, "Subspace gaussian mixture models for speech recognition," in IEEE International Conference on Acoustics Speech and Signal Processing,. IEEE, 2010, pp. 4330-4333.
19. Nguyen Trung Hieu Shengkui Zhao, Eng Siong Chng and Haizhou Li, "A Robust Real-time Sound Source Localization System for Olivia Robot," in 2010 APSIPA Annual Summit and Conference, 2010.
20. Hynek Hermansky, "Perceptual linear predictive (PLP) analysis of speech," J. Acoust. Soc. Am., vol. 87, pp. 1738, 1990.
21. C Julian Chen, Ramesh A Gopinath, Michael D Monkowski, Michael A Picheny, and Katherine Shen, "New methods in continuous mandarin speech recognition.," in Proc. of Eurospeech, 1997.
22. Kornel Laskowski and Qin Jin, "Modeling instantaneous intonation for speaker identification using the fundamental frequency variation spectrum," in Proc. of IEEE ICASSP, 2009, pp. 4541-4544.
23. Florian Metze, Zaid A. W. Sheikh, Alex Waibel, Jonas Gehring, Kevin Kilgour, Quoc Bao Nguyen, and Van Huy Nguyen, "Models of tone for tonal and non-tonal languages," in Proc. IEEE ASRU, Olomouc; Czech Republic, 2013.
24. Do Dat Tran, Eric Castelli, Jean-Francóis Serignat, Van Loan Trinh, and Le Xuan Hung, "Influence of F0 on Vietnamese syllable perception," in Proc. of Interspeech, 2005, pp. 1697-1700.
25. Vu Ngoc Tuan, Christophe d'Alessandro, and Sophie Rosset, "A phonetic study of Vietnamese tones: Acoustic and electroglottographic measurements," in Proc. of Interspeech, 2002.
26. Helen M Hanson, "Glottal characteristics of female speakers: Acoustic correlates," J. Acoust. Soc. Am., vol. 101, pp. 466, 1997.
27. Thi-Quynh-Hoa Hoang, "A phonological contrastive study of Vietnamese and English," MA Thesis, Texas Technology College, 1965.
28. L. Burget K. Vesely, A. Ghoshal and D. Povey, "Sequencediscriminative training of deep neural networks," in Proceedings of Interspeech, 2013.
29. Andreas Stolcke et al., "SRILM-an extensible language modeling toolkit," in Proc. of Interspeech, 2002.
30. Dogan Can and Murat Saraclar, "Lattice indexing for spoken term detection," IEEE Transactions on Audio, Speech, and Language Processing, vol. 19, no. 8, pp. 2338-2347, 2011.
31. David RH Miller, Michael Kleber, Chia-Lin Kao, Owen Kimball, Thomas Colthurst, Stephen A Lowe, RichardMSchwartz, and Herbert Gish, "Rapid and accurate spoken term detection.," in Proc. of Interspeech, 2007, pp. 314-317.
32. Vaibhava Goel, Shankar Kumar, andWilliam Byrne, "Segmental minimum Bayes-risk decoding for automatic speech recognition," Speech and Audio Processing, IEEE Transactions on, vol. 12, no. 3, pp. 234-249, 2004.