Divergence-based similarity measure for spoken document retrieval

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

Volumn 4, Issue , 2007, Pages

  Liu, Peng ^a   Soong, Frank K ^a   Zhou, Jian Lai ^a  

^a MICROSOFT RESEARCH ASIA   (China)

Author keywords

Dynamic programming; Hidden Markov models; Kullback Leibler divergence; Spoken document retrieval

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; DYNAMIC PROGRAMMING; GRAPH THEORY; HIDDEN MARKOV MODELS; PATTERN MATCHING; SPEECH RECOGNITION;

ACOUSTIC MODELS; KULLBACK LEIBLER DIVERGENCE; SIMILARITY MEASURE; SPOKEN DOCUMENT RETRIEVAL (SDR);

INFORMATION RETRIEVAL;

EID: 34547507876     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367170     Document Type: Conference Paper

References (9)

1. S.E. Johnson, P. Jourlin, G.L. Moore, K.S. Jones, and P.C. Woodland, "The Cambridge University spoken document retrieval system," in Proc. ICASSP 1999, pp. 49-52, 1999.
2. K. Iwata, Y. Itoh, K. Kojima, and M. Ishigame, "Openvocabulary Spoken Document Retrieval based on new subword models and subword phonetic similarity," in Proc. ICSLP 2006, pp. 325-328, Pittsburgh, 2006.
3. J. Du, P. Liu, F.K. Soong, J.-L. Zhou, and R.-H. Wang, "Minimum Divergence based Discriminative Training", in Proc. ICSLP 2006, pp. 2410-2413, Pittsburgh, 2006.
4. A. Franz, and B. Milch, "Searching the Web by voice," in Proc. ICCL 2002, pp. II.1-II.5, 2002.
5. M. N. Do, "Fast Approximation of Kullback-Leibler Distance for Dependence Trees and Hidden Markov Models," IEEE Signal Proc. letters, Apr. 2003.
6. K. Sgarbas, N. Fakotakis, and G. Kokkinakis, "Incremental Construction of Compact Acyclic NFAs", in Proc. ACL 2001, pp. 474-481, Toulouse, France, 2001.
7. G. Navarro, "A Guided Tour to Approximate String Matching," ACM Computing Surveys, 2001, 33(1): pp. 31-88.
8. P.C. Woodland, J.J. Odell, V. Valtchev, and S.J. Young, "Large Vocabulary Continuous Speech Recognition using HTK," in Proc. ICASSP 1994, pp. II.288-II.128.
9. F. Wessel, R. Schluter, and K. Macherey, "Condifence measures for a large vocabulary continuous recognition," IEEE Trans. Speech and Audio Processing, 2001, 9(3): pp. 288-298.