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  2. 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.
  3. 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. ... This paper deals with the segment processing strategies employed by the 1997 HTK broadcast news transcription system.
  4. The 1998 HTK Broadcast News Transcription System: Development and…

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/
    2 Mar 2000: The HTK Broadcast News Transcription System used in the 1997 DARPA/NIST Hub4 evaluation had an overall word error rate of 15.8%. ... This paper has described the development and performance of the 1998 HTK broadcast news transcription system.
  5. 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. ... This paper has described the development and performance of the 1997 HTK broadcast news transcription system.
  6. The 1998 HTK Broadcast News Transcription System:Development and…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa99.pdf
    8 Mar 2000: The 1998 HTK Broadcast News Transcription System:Development and Results. P.C. Woodland, T. ... 6. ConclusionThis paper has described the development and performance ofthe 1998 HTK broadcast news transcription system.
  7. The Cambridge University Spoken Document Retrieval System

    mi.eng.cam.ac.uk/reports/full_html/johnson_icassp99.html/
    8 Mar 2000: The recognition engine is based on the HTK broadcast news transcription system and the retrieval engine is based on the techniques developed at City University. ... The paper is organised as follows. Firstly an overview of the HTK broadcast news
  8. THE DEVELOPMENT OF THE1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa97.pdf
    8 Mar 2000: THE DEVELOPMENT OF THE1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. P.C. Woodland, M.J.F. ... Cambridge, CB2 1PZ, UK. ABSTRACTThis paper describes our efforts in extending a large vocabularyspeech recognition system to handle broadcast news
  9. General Query Expansion Techniques for Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/jourlin_esca99.html/
    2 Mar 2000: The transcription of spoken documents was done using part of our HTK broadcast news transcription system [8]. ... J. Young. Segment Generation and Clustering in the HTK Broadcast News Transcription System [in Proc.
  10. Speaker Clustering Using Direct Maximisation of the MLLR-Adapted…

    mi.eng.cam.ac.uk/reports/full_html/johnson_icslp98.html/
    8 Mar 2000: T Hain, S E Johnson, A Tuerk, P C Woodland & S J Young. Segment Generation and Clustering in the HTK Broadcast News Transcription System [pp. ... P C Woodland, M J F Gales, D Pye & S J Young. The Development of the 1996 HTK Broadcast News
  11. 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.
  12. Experiments in Broadcast News Transcription

    mi.eng.cam.ac.uk/reports/full_html/woodland_icassp98.html/
    1 Mar 2000: eng.cam.ac.uk. Abstract:. This paper presents the recent development of the HTK broadcast news transcription system. ... Woodland P.C., Gales M.J.F., Pye D. & Young S.J. (1997). The Development of the 1996 Broadcast News Transcription System.
  13. Effects of Out of Vocabulary Words in Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/woodland_sigir00.html/
    14 Aug 2000: Transcription used a simplified version of the HTK broadcast news system which corresponds to the first-pass'' recognition system described in [2]. ... The system automatically segments the audio into acoustically homogeneous chunks for transcription.
  14. The CUHTK-Entropic 10xRT Broadcast News Transcription SystemJ.J.…

    mi.eng.cam.ac.uk/reports/svr-ftp/odell_darpa99.pdf
    8 Mar 2000: Email: pcw,th223 @eng.cam.ac.uk. ABSTRACTThis paper describes the development of the CUHTK-Entropic10xRT Broadcast News Transcription System. ... This paper de-scribes the development of a less than 10xRT version of theHTK broadcast news transcription
  15. 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. ... T Hain, S E Johnson, A Tuerk, P C Woodland & S J Young. Segment Generation and Clustering in the HTK Broadcast News Transcription System [pp
  16. 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: A similar method for non-news detection was included in the Cambridge Spoken Document Retrieval system for the TREC-8 evaluation[5]. ... P.C. Woodland, M.J.F. Gales, D. Pye & S.J. Young. The Development of the 1996 Broadcast News Transcription System [pp.
  17. Class-based language model adaptation using mixtures of word-class…

    mi.eng.cam.ac.uk/reports/full_html/moore_icslp00.html/
    2 Nov 2000: Footnote: This set was chosen because of the existence of a single accurate reference transcription). ... Whittaker and S.J. Young, The 1997 HTK Broadcast News Transcription System''; DARPA Broadcast News 1998 Transcription and Understanding Workshop.
  18. 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. ... T Hain, S E Johnson, A Tuerk, P C Woodland & S J Young. Segment Generating and Clustering in the HTK Broadcast News
  19. Segment Generation and Clustering in the HTKBroadcast News

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_darpa98.pdf
    8 Mar 2000: This paper deals with the segment processing strategies employed bythe 1997 HTK broadcast news transcription system. ... 7. ConclusionsThe segment generation and clustering stages of the 1997 HTKbroadcast news transcription system have been described.
  20. The 1997 HTK Broadcast News Transcription SystemP.C. Woodland, T. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa98.pdf
    8 Mar 2000: 7. Conclusion. This paper has described the development and performance ofthe 1997 HTK broadcast news transcription system. ... Young S.J.(1998) Segment Generation and Clustering in the HTK Broad-cast News Transcription System.
  21. GENERAL QUERY EXPANSION TECHNIQUESFOR SPOKEN DOCUMENT RETRIEVAL…

    mi.eng.cam.ac.uk/reports/svr-ftp/jourlin_esca99.pdf
    10 Apr 2000: 4.2. Transcription System. The transcription of spoken documents was done usingpart of our HTK broadcast news transcription system[8]. ... J.Young, “The 1997 HTK broadcast news tran-scription system,” inProc DARPA BroadcastNews Transcription and
  22. Audio Indexing and Retrieval of Complete Broadcast News Shows

    mi.eng.cam.ac.uk/reports/full_html/johnson_riao00.html/
    19 Apr 2000: The main transcription system used a continuous mixture density, tied-state cross-word context-dependent HMM system based on the CUHTK-Entropic 1998 Hub4 10xRT system [Odell et al., 1999] and ... Odell, J. J., Woodland, P. C., and Hain, T. (1999). The
  23. 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
  24. THE 1998 HTK SYSTEM FOR TRANSCRIPTION OFCONVERSATIONAL TELEPHONE…

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_icassp99.pdf
    27 Sep 2000: The basis for developing our 1998 system was formed by our 1997conversational telephone speech transcription system [6]. ... Young S.J. (1998) The 1997HTK Broadcast News Transcription System.Proc. DARPABroadcast News Transcription and Understanding
  25. 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. ... Table 6: Number of hours of audio retained during processing. The main transcription system used a continuous mixture density, tied-state
  26. THE CAMBRIDGE UNIVERSITY SPOKEN DOCUMENT RETRIEVAL SYSTEM S.E.…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icassp99.pdf
    8 Mar 2000: The paper is organised as follows. Firstly an overview ofthe HTK broadcast news transcription system used to generatehigh quality automatic transcriptions is given. ... 2. OVERVIEW OF THE HTK BROADCAST NEWSTRANSCRIPTION SYSTEM. The input data is
  27. The Cambridge University Multimedia Document RetrievalDemo System

    mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_sigir00demo.pdf
    3 May 2000: line. The system downloads the audio track of Britishand American news broadcasts from the Internet once aday and adds them to its archive. ... C. Woodland, and T. Hain. The CUHTK-Entropic 10xRT Broadcast News Transcription System.
  28. The Cambridge University Multimedia Document Retrieval Demo System

    mi.eng.cam.ac.uk/reports/full_html/tuerk_riao00demo.html/
    14 Aug 2000: transcription. The Cambridge University Multimedia Document Retrieval (CU-MDR) demo system tries to fill this gap. ... Odell, J. J., Woodland, P. C., and Hain, T. (1999). The CUHTK-Entropic 10xRT Broadcast News Transcription System.
  29. Effects of Out of Vocabulary Words in Spoken Document ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_sigir00.pdf
    10 May 2000: We processed this data to automatically detect andremove commercials [2]. Transcription used a simplifiedversion of the HTK broadcast news system which corre-sponds to the “first-pass” recognition system describedin [2]. ... The system automatically
  30. Class-based language model adaptation using mixtures ofword-class…

    mi.eng.cam.ac.uk/reports/svr-ftp/moore_icslp00.pdf
    2 Nov 2000: 1This set was chosen because of the existence of a single accuratereference transcription. ... Whittaker and S.J. Young, “The 1997 HTKBroadcast News Transcription System”; DARPA BroadcastNews 1998 Transcription and Understanding Workshop.
  31. LARGE VOCABULARY DECODING AND CONFIDENCE ESTIMATIONUSING WORD…

    mi.eng.cam.ac.uk/reports/svr-ftp/evermann_icassp00.pdf
    5 May 2000: 2. In contrast to the experiments described in [6] we foundthe explicit WER minimisation using word level posteriorsto be effective for the broadcast news system despite itsrelatively high overall accuracy. ... Johnson, T.R. Niesler,A. Tuerk, E.W.D.
  32. WHO SPOKE WHEN? - AUTOMATIC SEGMENTATION ANDCLUSTERING FOR…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_eurospeech99.pdf
    10 Apr 2000: The 1996 Hub-4 Broadcast News Transcription develop-ment data was used for all the experiments reported inthis paper. ... Segment Generating and Clustering in theHTK Broadcast News Transcription System. Proc.1998 DARPA Broadcast News Transcription and
  33. EXPERIMENTS IN BROADCAST NEWS TRANSCRIPTION P.C. Woodland, T. Hain,…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_icassp98.pdf
    10 Apr 2000: e-mail:pcw,th223,sej28,trn,at233,sjy @eng.cam.ac.uk. ABSTRACTThis paper presents the recent development of the HTK broad-cast news transcription system. ... Young S.J. (1997) TheDevelopment of the 1996 Broadcast News Transcription Sys-tem.
  34. 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 main transcription system used a continuous mixture den-sity, tied-state cross-word context-dependent HMM system basedon the CUHTK-Entropic 1998 Hub4 10xRT system [18]. ... NIST using the BBNRough’N’Ready transcription system, (NIST-B1and NIST-B2)
  35. LARGE SCALE DISCRIMINATIVE TRAINING FORSPEECH RECOGNITION P.C.…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_asr00.pdf
    6 Nov 2000: Whittaker(1999). The 1998 HTK System for Transcription of Con-versational Telephone Speech.Proc. ... Povey (2000).The CU-HTK March 2000 Hub5E Transcription System.Proc. Speech Transcription Workshop, College Park.
  36. 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: TREC-7 1. 2. THE HTK BROADCAST NEWS TRANSCRIPTIONSYSTEM. The input data is presented to our HTK transcription system as com-plete episodes of broadcast news shows and these are first ... The TREC-7 HTK SDR system uses the first two passes of the 1997HTK
  37. Reducing Word Error Rates of Found Speech -XPERT Tool ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_tr330.pdf
    10 Apr 2000: Broadcast News transcription is also complicated by the presence of different audio conditions. ... 3. The recogniser transcription must of course be visible, to allow the user to see the final system output.Making the reference (manual) transcription

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