Integrating morphology into automatic speech recognition

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2009

Volumn , Issue , 2009, Pages 354-358

  Sak, Haşim ^a   Saraçlar, Murat ^a   Güngör, Tunga ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC SPEECH RECOGNITION; AUTOMATIC SPEECH RECOGNITION SYSTEM; BROADCAST NEWS; FINITE-STATE; KNOWLEDGE SOURCES; LANGUAGE MODEL; LANGUAGE MODELING; LEXICAL TRANSDUCER; RECOGNITION ACCURACY; STATISTICAL LANGUAGE MODELS; SUBWORD UNITS; TURKISHS; WORD MODELS;

COMPUTATIONAL LINGUISTICS; MORPHOLOGY; NATURAL LANGUAGE PROCESSING SYSTEMS; QUERY LANGUAGES; REMELTING; TRANSDUCERS;

SPEECH RECOGNITION;

EID: 77949357555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASRU.2009.5373386     Document Type: Conference Paper

References (17)

1. T. Hirsimäki, M. Creutz, V. Siivola, M. Kurimo, S. Virpioja, and J. Pylkkönen, "Unlimited vocabulary speech recognition with morph language models applied to Finnish," Computer Speech & Language, vol. 20, no. 4, pp. 515-541, 2006.
2. E. Arisoy, D. Can, S. Parlak, H. Sak, and M. Saraçlar, "Turkish broadcast news transcription and retrieval," IEEE Transactions on Audio, Speech & Language Processing, vol. 17, no. 5, pp. 874-883, 2009.
3. H. Erdogan, O. Buyuk, and K. Oflazer, "Incorporating language constraints in sub-word based speech recognition," in IEEE Automatic Speech Recognition and Understanding Workshop, 2005.
4. E. Arisoy and M. Saraçlar, "Lattice extension and vocabulary adaptation for Turkish LVCSR," IEEE Transactions on Audio, Speech & Language Processing, vol. 17, no. 1, pp. 163-173, 2009.
5. M. Mohri, F. Pereira, and M. Riley, "Weighted finite-state transducers in speech recognition," Computer Speech & Language, vol. 16, no. 1, pp. 69-88, 2002.
6. H. Sak, T. Güngör, and M. Saraçlar, "Turkish language resources: Morphological parser, morphological disambiguator and web corpus," in GoTAL 2008, ser. LNCS, vol. 5221. Springer, 2008, pp. 417-427.
7. K. Koskenniemi, "A general computational model for word-form recognition and production," in ACL, 1984, pp. 178-181.
8. K. Oflazer, "Two-level description of Turkish morphology," Literary and Linguistic Computing, vol. 9, no. 2, pp. 137-148, 1994.
9. L. Karttunen and K. R. Beesley, "Two-level rule compiler," Xerox Palo Alto Research Center, Palo Alto, CA, Tech. Rep., 1992.
10. C. Allauzen, M. Riley, J. Schalkwyk, W. Skut, and M. Mohri, "Open-Fst: A general and efficient weighted finite-state transducer library," in CIAA 2007, ser. LNCS, vol. 4783. Springer, 2007, pp. 11-23, http://www.openfst.org.
11. K. Oflazer and S. Inkelas, "The architecture and the implementation of a finite state pronunciation lexicon for Turkish," Computer Speech and Language, vol. 20, no. 1, pp. 80-106, 2006.
12. M. Mohri and M. Riley, "Integrated context-dependent networks in very large vocabulary speech recognition," in Eurospeech, 1999, pp. 811-814.
13. C. Allauzen, M. Mohri, M. Riley, and B. Roark, "A generalized construction of integrated speech recognition transducers," in ICASSP, 2004, http://www.research.att.com/~fsmtools/dcd/.
14. C. Allauzen, M. Mohri, and B. Roark, "The design principles and algorithms of a weighted grammar library," International Journal of Foundations of Computer Science, vol. 16, no. 3, pp. 403-421, 2005, http://www.research.att.com/~fsmtools/grm/.
15. A. Stolcke, "SRILM - an extensible language modeling toolkit," in Proceedings of ICSLP, vol. 2, 2002, pp. 901-904, http://www.speech. sri.com/projects/srilm/.
16. R. Sarikaya, M. Afify, Y. Deng, H. Erdogan, and Y. Gao, "Joint morphological-lexical language modeling for processing morphologically rich languages with application to dialectal Arabic," Audio, Speech, and Language Processing, IEEE Transactions on, vol. 16, no. 7, pp. 1330-1339, Sept. 2008.
17. B. Roark, M. Saraçlar, and M. Collins, "Discriminative n-gram language modeling," Computer Speech and Language, vol. 21, no. 2, pp. 373-392, April 2007.