Fast audio search using vector space modelling

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings

Volumn , Issue , 2007, Pages 641-646

  Matthews, Brett ^a   Chaudhari, Upendra ^a   Ramabhadran, Bhuvana ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Audio search; Latent semantic indexing; Spoken term detection; Vector space modelling

Indexed keywords

ECONOMIC AND SOCIAL EFFECTS; SEMANTICS; TUNNELING (EXCAVATION); VECTOR SPACES;

AUDIO SEARCHES; LARGE VOLUMES; LATENT SEMANTIC INDEXING; MULTIMEDIA DATA; OUT OF VOCABULARY WORDS; SPOKEN TERM DETECTIONS; SYSTEM CONFIGURATIONS; TWO-STAGE METHODS;

SPEECH RECOGNITION;

EID: 44849141838     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/asru.2007.4430187     Document Type: Conference Paper

References (14)

1. M. Saraclar and R. Sproat, "Lattice-based search for spoken utterance retrieval," in HLT-NAACL, 2004.
2. Peng Yu and F. Seide, "Fast two-stage vocabulary-independent search in spontaneous speech," in ICASSP-2005, vol. 1, pp. 481-484.
3. Olivier Siohan and Michiel Bacchiani, "Fast vocabulary-independent audio search using path-based graph indexing," in INTERSPEECH-2005, pp. 53-56.
4. Haizhou Li, Bin Ma, and Chin-Hui Lee, "A vector space modeling approach to spoken language identification," IEEE Transactions on Audio, Speech and Language Processing, vol. 15, no. 1, pp. 271-284, January 2007.
5. A. Moreno-Daniel, S. Parthasarathy, B. H. Juang, and J. G. Wilpon, "Spoken query processing for information retrieval," in ICASSP-2007, vol. 4, pp. 121-124.
6. K. Thambiratnam and F. Seide and P. Yu, "Discriminatively trained spoken document similarity models and their application to probabilistic latent semantic analysis," .
7. NIST, "The spoken term detection (std) 2006 evaluation plan," http://www/nist/gov/speech/tests/std/docs/std06-evalplan-vl0.pdf, 2006.
8. J.R. Bellegarda, "Exploiting latent semantic information in statistical language modeling," Proceedings of the IEEE, vol. 88, no. 8, pp. 1279-1296, August 2000.
9. J.S. Olsson, J. Wintrode, and M. Lee, "Fast unconstrained audio search in numerous human languages," in ICASSP-2007, vol. 4, pp. 77-80.
10. K. Thambiratnam and S. Sridharan, "Dynamic match phone-lattice searches for very fast and accurate unrestricted vocabulary keyword spotting," in ICASSP-2005, pp. 465-468.
11. U. V. Chaudhari and M. Picheny, "Improvements in phone-based audio search via high order confusion estimates," in Submitted to ASRU-2007.
12. Jonathan Mamou, Bhuvana Ramabhadran, and Olivier Siohan, "Vocabulary independent spoken term detection," in The 30th Annual International ACM SIGIR Conference, July 2007.
13. Thomas Hofmann, "Probabilistic latent semantic analysis," in Proc. of Uncertainty in Artificial Intelligence, UAI'99, Stockholm, 1999.
14. Ciprian Chelba and Alex Acero, "Position specific posterior lattices for indexing speech," in ACL '05: Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, 2005, pp. 443-450, Association for Computational Linguistics.