On-the-fly lattice rescoring for real-time automatic speech recognition

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 2450-2453

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

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

Automatic speech recognition; Low latency ASR; On the fly lattice rescoring

Indexed keywords

COMPUTATIONAL LINGUISTICS; REAL TIME SYSTEMS; SPEECH; SPEECH COMMUNICATION; CONTINUOUS SPEECH RECOGNITION;

AUTOMATIC SPEECH RECOGNITION; LARGE VOCABULARY SPEECH RECOGNITION; LATTICE GENERATIONS; LATTICE RESCORING; LOW LATENCY; N-GRAM LANGUAGE MODELS; SPEECH RECOGNITION SYSTEMS; WORD ACCURACIES; LOW LATENCY ASR; OFFLINE; ON-THE-FLY LATTICE RESCORING; REAL- TIME;

SPEECH RECOGNITION; SPEECH COMMUNICATION;

EID: 79959854261     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. A. Ljolje, F. Pereira, and M. Riley, "Efficient general lattice generation and rescoring," in Eurospeech, 1999, pp. 1251-1254.
2. M. Saraçlar, M. Riley, E. Bocchieri, and V. Goffin, "Towards automatic closed captioning: Low latency real time broadcast news transcription," in Proceedings of the International Conference on Spoken Language Processing (ICSLP), 2002.
3. H.-K. J. Kuo, B. Kingsbury, and G. Zweig, "Discriminative training of decoding graphs for large vocabulary continuous speech recognition," in ICASSP, 2007.
4. T. Hori, C. Hori, Y. Minami, and A. Nakamura, "Efficient WFST-based one-pass decoding with on-the-fly hypothesis rescoring in extremely large vocabulary continuous speech recognition," IEEE Transactions on Audio, Speech & Language Processing, vol. 15, no. 4, pp. 1352-1365, 2007. [Online]. Available: http://dx.doi.org/10.1109/TASL. 2006.889790
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. C. Allauzen, M. Riley, J. Schalkwyk, W. Skut, and M. Mohri, "OpenFst: 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.
7. 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/.
8. M. Lehr and I. Shafran, "Discriminatively estimated joint acoustic, duration and language model for speech recognition," in ICASSP, 2010.
9. G. Saon, D. Povey, and G. Zweig, "Anatomy of an extremely fast LVCSR decoder," in Interspeech, 2005, pp. 549-552. (Pubitemid 43908121)
10. 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.
11. 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. (Pubitemid 44709838)