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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: J. J. Odell, P. C. Woodland, and T. Hain. The CUHTK-Entropic 10xRT Broadcast News Transcription System. ... In Proc. DARPA Broadcast News Workshop, pages 271-275, Herndon, VA, 1999.
  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. ... In Proc. DARPA Broadcast News Workshop, pages 271-275, Herndon, VA.
  4. The CUHTK-Entropic 10xRT Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/odell_darpa99.html/
    1 Mar 2000: Postscript Version Proc DARPA Broadcast News Workshop (Herndon, VA, March 1999). ... Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, 133-137. 3.
  5. Speaker Clustering Using Direct Maximisation of the MLLR-Adapted…

    mi.eng.cam.ac.uk/reports/full_html/johnson_icslp98.html/
    8 Mar 2000: This paper presents two strategies for clustering broadcast news data segments (found by an automatic segmentation algorithm) for subsequent MLLR adaptation. ... M A Siegler, U Jain, B Raj & R M Stern. Automatic Segmentation, Classification and
  6. The 1998 HTK Broadcast News Transcription System: Development and…

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/
    2 Mar 2000: Postscript Version Proc DARPA Broadcast News Workshop (Herndon, VA, March 1999). ... Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. 41-48, Lansdowne.
  7. The Cambridge University Multimedia DocumentRetrievalDemoSystem…

    mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_riao00demo.pdf
    20 Apr 2000: Also a windowing systemis beingdevelopedthatallows automaticcontentdependentsegmentationof news broadcasts. Acknowledgements. This work is in partfundedby anEPSRCgrantreferenceGR/L49611. ... In Proc. DARPA Broadcast News Workshop,
  8. Segment Generation and Clustering in the HTK Broadcast News

    mi.eng.cam.ac.uk/reports/full_html/hain_darpa98.html/
    1 Mar 2000: Postscript Version : Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. ... 1998 DARPA Broadcast News Transcription and Understanding Workshop, Virginia.
  9. 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.
  10. General Query Expansion Techniques for Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/jourlin_esca99.html/
    2 Mar 2000: Tuerk, E. W. D. Whittaker, and S. J. Young,. The 1997 HTK Broadcast News Transcription System [in Proc DARPA Broadcast News Transcription and Understanding Workshop, pp. ... 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. 133-137,
  11. The Cambridge University Spoken Document Retrieval System

    mi.eng.cam.ac.uk/reports/full_html/johnson_icassp99.html/
    8 Mar 2000: its performance using automatic transcriptions of about 50 hours of broadcast news data. ... This system gave a word error rate of 16.2% in the 1997 DARPA Hub4 broadcast news evaluation.
  12. Who Spoke When? - Automatic Segmentation and Clustering for…

    mi.eng.cam.ac.uk/reports/full_html/johnson_eurospeech99.html/
    2 Mar 2000: For the task of identifying potentially unknown anchor speakers within broadcast news shows, the frame classification error rate is very important. ... The 1996 Hub-4 Broadcast News Transcription development data was used for all the experiments reported
  13. Class-based language model adaptation using mixtures of word-class…

    mi.eng.cam.ac.uk/reports/full_html/moore_icslp00.html/
    2 Nov 2000: A mixture of broadcast news and newswire text was used as training data for the topic model, with 144 million words of Broadcast News text and 25 million words of Los ... Whittaker and S.J. Young, The 1997 HTK Broadcast News Transcription System''; DARPA
  14. SPEAKER CLUSTERING USING DIRECT MAXIMISATION OFTHE MLLR-ADAPTED…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icslp98.pdf
    10 Apr 2000: Segment Generation and Clustering inthe HTK Broadcast News Transcription System Proc.1998 DARPA Broadcast News Transcription and Un-derstanding Workshop pp. ... The 1997HTK Broadcast News Transcription System Proc.1998 DARPA Broadcast News Transcription
  15. The 1997 HTK Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa98.html/
    1 Mar 2000: Postscript Version : Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. ... 1998 DARPA Broadcast News Transcription and Understanding Workshop, Virginia. 6.
  16. Audio Indexing and Retrieval of Complete Broadcast News Shows

    mi.eng.cam.ac.uk/reports/full_html/johnson_riao00.html/
    19 Apr 2000: In Proc. 1999 DARPA Broadcast News Workshop, pages 271-275, Herndon, VA. ... 1999). Segmentation of Automatically Transcribed Broadcast News Text. [In Proc. DARPA 1999 Broadcast News Workshop, pages 77-80, Herndon, VA.
  17. Segment Generation and Clustering in the HTKBroadcast News

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_darpa98.pdf
    8 Mar 2000: The distribution of broadcast news data suitable for GMM trainingcan be seen in Table 1. ... Young S.J. (1997) TheDevelopment of the 1996 Broadcast News Transcription Sys-tem.
  18. Spoken Document Retrieval for TREC-7 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec7.html/
    30 Mar 2000: Table 2: Description of query and relevance sets used. 2. The HTK Broadcast News Transcription System. ... This system gave a word error rate of 16.2% in the 1997 DARPA Hub4 broadcast news evaluation.
  19. Spoken Document Retrieval for TREC-8 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec8.html/
    30 Mar 2000: COMM-2. run) were labelled as non-story in the reference. 3. The TREC-8 HTK Broadcast News Transcription System. ... 1996 to Jan. 1998 (from the Primary Source Media Broadcast News collection) and Jan.
  20. THE 1998 HTK SYSTEM FOR TRANSCRIPTION OFCONVERSATIONAL TELEPHONE…

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_icassp99.pdf
    27 Sep 2000: in the rangeof 30 to 50 %, which are almost twice as high as for other difficulttasks like Broadcast News Transcription [7]. ... Young S.J. (1998) The 1997HTK Broadcast News Transcription System.Proc. DARPABroadcast News Transcription and Understanding
  21. The 1998 HTK Broadcast News Transcription System:Development and…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa99.pdf
    8 Mar 2000: 1999) The 1998 CUHTK-Entropic 10xRT Broadcast News Transcription System. Proc1999 DARPA Broadcast News Transcription and Understand-ing Workshop, Dulles. ... Proc. 1998 DARPA Broadcast News Tran-scription and Understanding Workshop, Lansdowne. 16.
  22. LARGE VOCABULARY DECODING AND CONFIDENCE ESTIMATIONUSING WORD…

    mi.eng.cam.ac.uk/reports/svr-ftp/evermann_icassp00.pdf
    5 May 2000: It is also interesting tonote that the improvement is consistent over the varioustypes of data found in broadcast news. ... Johnson, T.R. Niesler,A. Tuerk, E.W.D. Whittaker, and S.J. Young. The1997 HTK Broadcast News Transcription System.
  23. The CUHTK-Entropic 10xRT Broadcast News Transcription SystemJ.J.…

    mi.eng.cam.ac.uk/reports/svr-ftp/odell_darpa99.pdf
    8 Mar 2000: The CUHTK-Entropic 10xRT Broadcast News Transcription SystemJ.J. Odell. , P.C. Woodland. & ... ror rate for systems running in less than 10xRT in the 1998DARPA broadcast news evaluation.
  24. WHO SPOKE WHEN? - AUTOMATIC SEGMENTATION ANDCLUSTERING FOR…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_eurospeech99.pdf
    10 Apr 2000: These methods were shown tobe an important part of our overall recognition systemfor broadcast news. ... Segment Generating and Clustering in theHTK Broadcast News Transcription System. Proc.1998 DARPA Broadcast News Transcription and Un-derstanding
  25. EXPERIMENTS IN BROADCAST NEWS TRANSCRIPTION P.C. Woodland, T. Hain,…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_icassp98.pdf
    10 Apr 2000: EXPERIMENTS IN BROADCAST NEWS TRANSCRIPTION. P.C. Woodland, T. Hain, S.E. Johnson, T.R. ... Young S.J. (1997) TheDevelopment of the 1996 Broadcast News Transcription Sys-tem.
  26. The 1997 HTK Broadcast News Transcription SystemP.C. Woodland, T. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa98.pdf
    8 Mar 2000: The 1997 HTK Broadcast News Transcription SystemP.C. Woodland, T. Hain, S.E. ... Young S.J. (1997) TheDevelopment of the 1996 Broadcast News Transcription Sys-tem.
  27. Audio Indexing and Retrieval of Complete Broadcast News Shows ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_riao00.pdf
    10 Apr 2000: InProc. 1999 DARPA Broadcast News Workshop, pages 271–275, Hern-don, VA. Robertson, S. ... 1999). Segmentation of Auto-matically Transcribed Broadcast News Text. InProc. DARPA 1999 Broadcast News Workshop,pages 77–80, Herndon, VA.
  28. SPOKEN DOCUMENT RETRIEVAL FOR TREC-7 AT CAMBRIDGE UNIVERSITY S.E. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_trec7.pdf
    8 Mar 2000: Proc. DARPA Broadcast News Transcrip-tion and Understanding Workshop, pp. 133-137, Feb. 1998. ... NewsTranscription System Proc DARPA Broadcast News Transcrip-tion and Understanding Workshop, pp.
  29. Reducing Word Error Rates of Found Speech -XPERT Tool ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_tr330.pdf
    10 Apr 2000: A Focus Conditions for Broadcast News 21. B Files Required for Processing 21B.1 SPH Files. ... Broadcast News transcription is also complicated by the presence of different audio conditions.
  30. LARGE SCALE DISCRIMINATIVE TRAINING FORSPEECH RECOGNITION P.C.…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_asr00.pdf
    6 Nov 2000: The system uses word-based N-gramLMs estimated from an interpolation of Hub5 acoustic train-ing transcriptions and Broadcast News texts. ... Speech Transcription Workshop, College Park. [6] M.J.F. Gales & P.C. Woodland (1996).
  31. SPOKEN DOCUMENT RETRIEVAL FOR TREC-8 AT CAMBRIDGE UNIVERSITY S.E. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_trec8.pdf
    10 Apr 2000: The HMMs were trained using 146 hours of broadcast news au-dio running up to 31st January 1998, supplied by the LDC andused for the 1998 Hub-4 task. ... The first model was built using 190 million wordsof broadcast news text, covering 1992-1996 (supplied

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