Spoken document retrieval by translating recognition candidates into correct transcriptions

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2008, Pages 2166-2169

  Akiba, Tomoyosi ^a   Yokota, Yusuke ^a  

^a TOYOHASHI UNIVERSITY OF TECHNOLOGY   (Japan)

Author keywords

Ad hoc retrieval; Recognition error; Spoken document; Statistical translation model

Indexed keywords

AD HOC RETRIEVAL; EXPERIMENTAL EVALUATION; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; RECOGNITION ERROR; RETRIEVAL PERFORMANCE; SMALL TARGETS; SPOKEN DOCUMENT; SPOKEN DOCUMENT RETRIEVAL; STATISTICAL TRANSLATION; STATISTICAL TRANSLATION MODEL; TARGET COLLECTION;

CHARACTER RECOGNITION; CONTINUOUS SPEECH RECOGNITION; DECODING; ERROR DETECTION; QUERY PROCESSING; SPEECH COMMUNICATION; SPEECH PROCESSING; TRANSCRIPTION;

INFORMATION RETRIEVAL;

EID: 77950562506     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. J. S. Garofolo, C. G. P. Auzanne, and E. M. Voorhees, "The TREC spoken document retrieval track: A success story," in Proceedings of TREC-9, 1999, pp. 107-129.
2. Y. cheng Pan, H. lin Chang, B. Chen, and L. shan Lee, "Subword-based position specific posterior lattices (S-PSPL) for indexing speech information," in Proceedings of International Conference on Speech Communication and Technology, 2007, pp. 318-321.
3. J. Shao, Q. Zhao, P. Zhang, Z. Liu, and Y. Yan, "A fast fuzzy keyword spotting algorithm based on syllable confusion network," in Proceedings of International Conference on Speech Communication and Technology, 2008, pp. 2405-2408.
4. W. B. Croft and J. Lafferty, Eds., Language Modeling for Information Retrieval. Kluwer Academic Publishers, 2003.
5. A. Berger and J. Lafferty, "Information retrieval as statistical translation," in Proceedings of the 22nd Annual Conference on Research and Development in Information Retrieval (ACM SIGIR), 1999, pp. 222-229.
6. J. Xu, R. Weischedel, and C. Nguyen, "Evaluating a probabilistic model for cross-lingual information retrieval," in Proceedings of the 24th Annual Conference on Research and Development in Information Retrieval (ACM SIGIR), 2001, pp. 105-110.
7. V. Murdock and W. B. Croft, "Simple translation models for sentence retrieval in factoid question answering," in Proceedings of the Workshop on Information Retrieval for Question Answering, 2004.
8. T. Akiba, K. Shimizu, and A. Fujii, "Statistical machine translation based passage retrieval," in Proceedings of 3rd International joint Conference on Natural Language Processing, 2008, pp. 751-756.
9. E. K. Ringger and J. F. Allen, "Error correction via a post-processor for continuous speech recognition," in Proceedings of International Conference on Acoustic, Speech, and Signal Processing, 1996, pp. 427-430.
10. T. Akiba, K. Aikawa, yoshiaki Itoh, T. Kawahara, H. Nanjo, H. Nishizaki, N. Yasuda, Y. Yamashita, and K. Itou, "Test collections for spoken document retrieval from lecture audio data," in Proceedings of International Conference on Language Resources and Evaluation, 2008.
11. K. Maekawa, H. Koiso, S. Furui, and H. Isahara, "Spontaneous speech corpus of Japanese," in Proceedings of LREC, 2000, pp. 947-952.
12. A. Lee, T. Kawahara, and K. Shikano, "Julius - an open source real-time large vocabulary recognition engine," in Proceedings of European Conference on Speech Communication and Technology, Sept. 2001, pp. 1691-1694.
13. A. Singhal, C. Buckley, and M. Mitra, "Pivoted document length normalization," in Proceedings of ACM SIGIR, 1996, pp. 21-29.
14. S. Teufel, "An overview of evaluation methods in TREC ad hoc information retrieval and TREC question answering," in Evaluation of Text and Speech Systems, ser. Text, Speech and Language Technology, L. Dybkjär, H. Hemsen, and W. Minker, Eds. Springer, 2007, no. 37, pp. 163-186.