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  2. 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
  3. 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%.
  4. 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:.
  5. 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.
  6. 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.
  7. 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
  8. 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".
  9. 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
  10. 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.
  11. 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..
  12. 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.
  13. LARGE SCALE MMIE TRAINING FOR CONVERSATIONAL TELEPHONE SPEECH…

    mi.eng.cam.ac.uk/reports/full_html/woodland_stw00.html/
    5 Oct 2000: The system uses word-based N-gram LMs estimated from an interpolation of Hub5 acoustic training transcriptions and Broadcast News texts.
  14. 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.
  15. 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.
  16. THE CU-HTK MARCH 2000 HUB5E TRANSCRIPTION SYSTEM

    mi.eng.cam.ac.uk/reports/full_html/hain_stw00.html/
    12 Oct 2000: This gave a new word list with 54,537 words where most of the pronunciations were already available in our broadcast news (Hub4) dictionary. ... P.C. Woodland, M.J.F. Gales, D. Pye & S.J. Young (1997). Broadcast News Transcription Using HTK.
  17. 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. ... Proc. 1998 DARPA Broad-cast News Transcription and Understanding Workshop, pp.133-137. 5.
  18. Effects of Out of Vocabulary Words in Spoken Document ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_sigir00.pdf
    10 May 2000: Thespeech recogniser uses cross-word context-dependent hid-den Markov models and a 4-gram language model trainedon broadcast news data. ... Table 3 gives the performance for BRF when adding3 new terms drawn from the top 10 documents.
  19. Spoken Document Retrieval for TREC-7 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec7.html/
    30 Mar 2000: This was useful, but we went further and developed a new pair of stoplists specifically for the broadcast news data. ... to be made equivalent. A stemming exceptions list was also made to compensate for known problems with the Porter stemmer, such as
  20. SPEAKER CLUSTERING USING DIRECT MAXIMISATION OFTHE MLLR-ADAPTED…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icslp98.pdf
    10 Apr 2000: Use of these new clusteringschemes has been shown to improve word error rates on theHub4 1997 broadcast news evaluation data. ... AutomaticSegmentation, Classification and Clustering of Broad-cast News. Proc. 1997 DARPA Speech RecognitionWorkshop, pp.
  21. Spoken Document Retrieval for TREC-8 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec8.html/
    30 Mar 2000: news programs provided along with a list of manually-generated story (or document) boundaries. ... 1996 to Jan. 1998 (from the Primary Source Media Broadcast News collection) and Jan.

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