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  2. The Cambridge University Multimedia Document Retrieval Demo System

    mi.eng.cam.ac.uk/reports/full_html/tuerk_sigir00demo.html/
    14 Aug 2000: This system gives a word error rate of 15.9% on the 1998 Hub4 broadcast news evaluation data. ... J. J. Odell, P. C. Woodland, and T. Hain. The CUHTK-Entropic 10xRT Broadcast News Transcription System.
  3. The Cambridge University Multimedia Document Retrieval Demo System

    mi.eng.cam.ac.uk/reports/full_html/tuerk_riao00demo.html/
    14 Aug 2000: The system gives a word error rate of 15.9% on the 1998 Hub4 broadcast news evaluation data. ... Also a windowing system is being developed that allows automatic content dependent segmentation of news broadcasts.
  4. Improving Retrieval on Imperfect Speech Transcriptions

    mi.eng.cam.ac.uk/reports/full_html/jourlin_sigir99.html/
    8 Mar 2000: This paper presents the results from adding several forms of query expansion to our retrieval system running on several sets of transcriptions of broadcast news from the 1997 TREC-7 spoken ... A parallel corpus of 18628 documents from manually
  5. The CUHTK-Entropic 10xRT Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/odell_darpa99.html/
    1 Mar 2000: The CUHTK-Entropic 10xRT Broadcast News Transcription System. J.J. Odell , P.C. ... ABSTRACT. This paper describes the development of the CUHTK-Entropic 10xRT Broadcast News Transcription System.
  6. Segment Generation and Clustering in the HTK Broadcast News

    mi.eng.cam.ac.uk/reports/full_html/hain_darpa98.html/
    1 Mar 2000: 133-137 (Lansdowne, VA, Feb. 1998). SEGMENT GENERATION AND CLUSTERING IN THE HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. ... The distribution of broadcast news data suitable for GMM training can be seen in Table 1.
  7. Experiments in Broadcast News Transcription

    mi.eng.cam.ac.uk/reports/full_html/woodland_icassp98.html/
    1 Mar 2000: Experiments in Broadcast News Transcription. P.C. Woodland, T. Hain, S.E. Johnson, T. ... FX. all other speech (e.g. spontaneous non-native). Table 1: Broadcast news focus conditions.
  8. Effects of Out of Vocabulary Words in Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/woodland_sigir00.html/
    14 Aug 2000: The TREC-8 audio contains 500 hours of US broadcast news data that was recorded between February and June 1998. ... Transcription used a simplified version of the HTK broadcast news system which corresponds to the first-pass'' recognition system
  9. Speaker Clustering Using Direct Maximisation of the MLLR-Adapted…

    mi.eng.cam.ac.uk/reports/full_html/johnson_icslp98.html/
    8 Mar 2000: Use of these new clustering schemes has been shown to improve word error rates on the Hub4 1997 broadcast news evaluation data. ... M A Siegler, U Jain, B Raj & R M Stern. Automatic Segmentation, Classification and Clustering of Broadcast News [pp.
  10. The 1998 HTK Broadcast News Transcription System: Development and…

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/
    2 Mar 2000: FX. all other speech (e.g. spontaneous non-native). Table 1: Broadcast news focus conditions. ... Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. 41-48, Lansdowne.
  11. Global Optimisation of Neural Network Models Via Sequential…

    mi.eng.cam.ac.uk/reports/full_html/freitas_icslp98.html/
    8 Mar 2000: We show how the new algorithms can outperform extended Kalman filter (EKF) training. ... weights (eqn 1), evaluate the new importance ratios (eqns 3,4,5) and resample if necessary.
  12. The Cambridge University Spoken Document Retrieval System

    mi.eng.cam.ac.uk/reports/full_html/johnson_icassp99.html/
    8 Mar 2000: Unfortunately the Porter algorithm suffers from some problems for example mapping news'' to new'' but not equating government'' and governmental''. ... Furthermore new language models were estimated from an extended set of broadcast news transcripts and
  13. A Method for Direct Audio Search with Applications to Indexing and…

    mi.eng.cam.ac.uk/reports/full_html/johnson_icassp00.html/
    16 Jun 2000: Method. CPUs. non-news. news. window, 5@1s. 3514. 5459s=60.8%. 110s=0.5%. window, 10@2s. ... windows. (s). non-news. news. 5s long, 1s shift. 0. 60.8%. 0.49%.
  14. Audio Indexing and Retrieval of Complete Broadcast News Shows

    mi.eng.cam.ac.uk/reports/full_html/johnson_riao00.html/
    19 Apr 2000: 1163-1177 (Paris,France, April 2000). Audio Indexing and Retrieval of Complete Broadcast News Shows. ... Dharanipragada, S., Franz, M., and Roukos, S. (1999). Audio-Indexing for Broadcast News.
  15. Who Spoke When? - Automatic Segmentation and Clustering for…

    mi.eng.cam.ac.uk/reports/full_html/johnson_eurospeech99.html/
    2 Mar 2000: The 1996 Hub-4 Broadcast News Transcription development data was used for all the experiments reported in this paper. ... A new frame-based efficiency is therefore defined. The previous formulae remain the same but the definitions are altered to:.
  16. The Cambridge University Multimedia Document RetrievalDemo System…

    mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_sigir00demo.pdf
    3 May 2000: C. Woodland, and T. Hain. The CUHTK-Entropic 10xRT Broadcast News Transcription System. ... InProc. DARPA Broadcast News Workshop, pages 271–275,Herndon, VA, 1999. [3] A.
  17. General Query Expansion Techniques for Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/jourlin_esca99.html/
    2 Mar 2000: The new document universe is defined with a set of query atomic terms. ... An example at this stage would look like :. Query. : "Trains in New York".
  18. The Cambridge University Multimedia DocumentRetrievalDemoSystem…

    mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_riao00demo.pdf
    20 Apr 2000: 2 Systemdescription. 2.1 Overview. The CU-MDR demosystemdownloadsthe audio track of news broadcastsfrom the Internetoncea day and addsthem to its archive. ... Also a windowing systemis beingdevelopedthatallows automaticcontentdependentsegmentationof news
  19. Class-based language model adaptation using mixtures of word-class…

    mi.eng.cam.ac.uk/reports/full_html/moore_icslp00.html/
    2 Nov 2000: S. Sekine, Automatic Sublanguage Identification for a New Text''; Second Annual Workshop on Very Large Corpora, Kyoto. ... Whittaker and S.J. Young, The 1997 HTK Broadcast News Transcription System''; DARPA Broadcast News 1998 Transcription and
  20. The 1997 HTK Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa98.html/
    1 Mar 2000: 41-48 (Lansdowne,VA, Feb. 1998). The 1997 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. ... using the broadcast news training texts, the acoustic training data and 1995 Marketplace transcriptions.
  21. POSTERIOR PROBABILITY DECODING, CONFIDENCE ESTIMATION AND SYSTEM…

    mi.eng.cam.ac.uk/reports/full_html/evermann_stw00.html/
    5 Oct 2000: In this paper, a new approach that is a generalisation of the ROVER technique is presented. ... Finally the new system combination scheme used in the CU-HTK evaluation system is presented in section 6..

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