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  1. Results that match 1 of 2 words

  2. The Cambridge University Multimedia Document Retrieval Demo System

    mi.eng.cam.ac.uk/reports/full_html/tuerk_sigir00demo.html/
    14 Aug 2000: On the Internet audio used here the run-time is increased due to reduced audio quality but the general level of transcription accuracy remains high at approximately 20% word error rate
  3. The 1998 HTK Broadcast News Transcription System: Development and…

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/
    2 Mar 2000: 20.0%. 19.3%. F2. 16.1%. 3.4%. F3. 5.1%. 4.3%. F4. 4.9%. 28.2%. ... F3. F4. F5. FX. P1. tg. N/N. 19.9. 10.9. 20.5. 29.6.
  4. Segment Generation and Clustering in the HTK Broadcast News…

    mi.eng.cam.ac.uk/reports/full_html/hain_darpa98.html/
    1 Mar 2000: On the BNeval97 only 0.18% of speech frames were lost, which is equivalent to 20.18 seconds. ... S. 0.56. 98.24. 1.20. T. 0.00. 1.19. 98.81. a). M. S.
  5. 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 results from adding 6 new terms to each query from the 20 top documents with UBRF is given in Table 3 which shows that this is a very effective strategy.
  6. The Cambridge University Multimedia Document RetrievalDemo System…

    mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_sigir00demo.pdf
    3 May 2000: On the Internet audio used herethe run-time is increased due to reduced audio qualitybut the general level of transcription accuracy remainshigh at approximately 20% word error rate on NPR data.
  7. 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: However the transcription systems used (see e.g. [6]) typically run rather slower than real-time and have a word error rate of over 20%. ... 967. 5480s=61.0%. 114s=0.5%. window, 20@4s. 284. 4598s=51.2%. 122s=0.5%. Automatic segs. 38.
  8. The CUHTK-Entropic 10xRT Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/odell_darpa99.html/
    1 Mar 2000: The Intel C compiler (version 2.4) seemed particularly efficient with the decoder running almost 20% faster than when compiled with gcc v2.7.2. ... These were trained in the same way as the first pass models but consisted of 13428 distinct models sharing
  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: 149.36. 1003. 50. -. 218.47. 195.72. 217.10. 192.20. 1003. 50. 158.53. ... 215.31. 261.73. 209.20. 503. 250. 158.00. 148.52. 157.44. 146.53. 1003. 250. -.
  10. Experiments in Broadcast News Transcription

    mi.eng.cam.ac.uk/reports/full_html/woodland_icassp98.html/
    1 Mar 2000: We have found that using the full system with adaptation results in a 20% decrease in word error rate on broadcast news. ... 22.0. 21.2. F2. 18.8. 22.2. F3. 19.5. 20.5. F4. 27.3. 32.7.
  11. The 1997 HTK Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa98.html/
    1 Mar 2000: 30.5%. 20.0%. F2. 16.2%. 16.1%. F3. 6.2%. 5.1%. F4. 14.1%. 4.9%. ... F1. 21.6. 20.8. F2. 35.6. 34.9. F3. 34.1. 32.4. F4. 26.2.
  12. THE CU-HTK MARCH 2000 HUB5E TRANSCRIPTION SYSTEM

    mi.eng.cam.ac.uk/reports/full_html/hain_stw00.html/
    12 Oct 2000: Decision tree state clustering [20] was used to select a set of context-dependent equivalence classes. ... P4b. 21.9. 33.7. 27.8. 0.287. P5a. 20.3. 32.7. 26.6. P5b. 21.0.
  13. A Statistical Consistency Check for the SpaceCarving Algorithm. A. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/broadhurst_cipolla_bmvc2000.pdf
    25 Oct 2000: The imageswere capturedusing a Fuji-700 digital camera,and about 20-30 pointcorrespondenceswereenteredmanually. The imageswereprojectively calibratedusing[3], and were then upgradedto a metric calibration using [7]. ... Notice how the
  14. Audio Indexing and Retrieval of Complete Broadcast News Shows

    mi.eng.cam.ac.uk/reports/full_html/johnson_riao00.html/
    19 Apr 2000: This transcription, denoted. HTK-p2. , gave a WER of 20.5% on the scored subset. ... Post. RS. NRS. NS. #Dup. # windows. 0.1. B. 96.5. 44.20.
  15. General Query Expansion Techniques for Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/jourlin_esca99.html/
    2 Mar 2000: 54.40. 60.00. 54.20. 63.48. 8 = 5 - GP. 54.95. 59.13.
  16. GLOBAL OPTIMISATION OF NEURAL NETWORK MODELSVIA SEQUENTIAL…

    mi.eng.cam.ac.uk/reports/svr-ftp/freitas_icslp98.pdf
    10 Apr 2000: The results are shown in Figure 6. 0 10 20 30 40 50 60 70 80 90 100. ... 5. 5.2. 5.4. 5.6. 5.8. 6. Tra. inin. g. 0 10 20 30 40 50 60 70 80 90 100.
  17. Spoken Document Retrieval for TREC-8 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec8.html/
    30 Mar 2000: 2.9. 20.5. LIMSI. 82.0. 14.6. 3.4. 3.5. 21.5. CUHTK-p1. 77.3. 18.5. ... 12.4. 18.0. 83.07. 52.32. 48.93. ----. CUHTK-s1. 20.5. 27.8. 45.89. 55.29.
  18. Reconstruction and Motion Estimation fromApparent Contours under…

    mi.eng.cam.ac.uk/reports/svr-ftp/wong_bmvc99.pdf
    30 Jan 2000: The apparentcontoursweretracked by usingcubic B-splinesnakes[4](seefig. 2). Fundamentalmatrices[13, 20] betweentwo successive imageswereformedfrom thecorrespondingprojectionmatricesandcorrespondenceswerethenfoundby solv-ing for ... IEEE
  19. THE 1998 HTK SYSTEM FOR TRANSCRIPTION OFCONVERSATIONAL TELEPHONE…

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_icassp99.pdf
    27 Sep 2000: The worderror rate obtained is almost 20% better than our 1997 system onthe development set. ... The eval97sub set was used forsystem development and consisted of 20 conversation sides fromSwbd-II and CHE.
  20. The 1998 HTK Broadcast News Transcription System:Development and…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa99.pdf
    8 Mar 2000: Y 14.2 8.0 15.4 20.3 16.5 14.0 16.6 24.6. ... ROVER fgintcat 4/Y1/N 13.8 7.8 15.1 20.1 15.8 13.6 16.6 24.1.
  21. THE CAMBRIDGE UNIVERSITY SPOKEN DOCUMENT RETRIEVAL SYSTEM S.E.…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icassp99.pdf
    8 Mar 2000: Unstopped Term Error. Unstopped Word Error. 20 25 30 35 40 45 5020. ... 0 10 20 30 40 50 60 700.52. 0.54. 0.56. 0.58.
  22. SPEAKER CLUSTERING USING DIRECT MAXIMISATION OFTHE MLLR-ADAPTED…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icslp98.pdf
    10 Apr 2000: Chosen Points. 15 20 25 30 35 401.25. 1.3. 1.35. 1.4. ... Chosen Points. 20 30 40 50 60 70 80 901.45. 1.5.
  23. Segment Generation and Clustering in the HTKBroadcast News…

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_darpa98.pdf
    8 Mar 2000: On theBNeval97 only 0.18% of speech frames were lost, which is equiva-lent to 20.18 seconds. ... M/sil S male T male S female T female. M/N 67.43 20.65 0.00 11.77 0.15S male 0.52 96.34 0.47 2.51
  24. Effects of Out of Vocabulary Words in Spoken Document ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_sigir00.pdf
    10 May 2000: Table 3: Effects of Query Expansion on MAP. The results from adding 6 new terms to each queryfrom the 20 top documents with UBRF is given in Table 3which shows that
  25. A METHOD FOR DIRECT AUDIO SEARCH WITH APPLICATIONS TOINDEXING ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icassp00.pdf
    19 Apr 2000: How-ever the transcription systems used (see e.g. [6]) typicallyrun rather slower than real-time and have a word errorrate of over 20%. ... Method CPUs non-news newswindow, 5@1s 3514 5459s=60.8% 110s=0.5%window, 10@2s 967 5480s=61.0% 114s=0.5%window,
  26. LARGE VOCABULARY DECODING AND CONFIDENCE ESTIMATIONUSING WORD…

    mi.eng.cam.ac.uk/reports/svr-ftp/evermann_icassp00.pdf
    5 May 2000: 0.1. 0.5. 2. 5. 10. 20. 3040506070. 80. 90. 95. 98. ... 99.5. 99.9. 0.1 0.5 2 5 10 20 30 40 50 60 70 80 90 95 98 99.5 99.9.
  27. The CUHTK-Entropic 10xRT Broadcast News Transcription SystemJ.J.…

    mi.eng.cam.ac.uk/reports/svr-ftp/odell_darpa99.pdf
    8 Mar 2000: The Intel Ccompiler (version 2.4) seemed particularly efficient with thedecoder running almost 20% faster than when compiled withgcc v2.7.2. ... 22. 23. 24. 25. 26. 27. 28. 29. 30. 0 5 10 15 20 25.
  28. Spoken Document Retrieval for TREC-7 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec7.html/
    30 Mar 2000: 20.4. 5.9. 4.8. 31.0. NIST/CMU base1. 72.1. 22.6. 5.3. 6.7. 34.6. ... 0.4556. 0.4408. 0.5739. tune. 0.4903. 0.4639. 0.6000. 0.4567. 0.4493. 0.5652. Table 20: Cumulative Improvements on TREC-7 without wp.
  29. THE DEVELOPMENT OF THE1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa97.pdf
    8 Mar 2000: Thelargest gains come from the most severely mismatched condi-tions: NM/RB improves by 30% and BM/FB by 20%, whilethe NM/FB data improves by just 7%. ... It was noted that these perplexities, although about 20%higher than typically observed on read
  30. Recovery of Circular Motion from Profiles of Surfaces Paulo ...

    mi.eng.cam.ac.uk/reports/svr-ftp/mendonca_iccv99ws.pdf
    1 Jun 2000: find, and ;. compute the distance between and ;. update to minimize the function in (20);end while. ... 34. 26. 33. 27. 32. 28. 31. 2930. 5 10 15 20 25 30 350.
  31. EXPERIMENTS IN BROADCAST NEWS TRANSCRIPTION P.C. Woodland, T. Hain,…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_icassp98.pdf
    10 Apr 2000: that using the full system with adaptation resultsin a 20% decrease in word error rate on broadcast news. ... Data SegmentationType PE Segments S1 SegmentsF0 11.1 11.9F1 22.0 21.2F2 18.8 22.2F3 19.5 20.5F4 27.3 32.7F5 29.5 31.0FX
  32. The 1997 HTK Broadcast News Transcription SystemP.C. Woodland, T. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa98.pdf
    8 Mar 2000: Focus Proportion of dataCond BNdev96ue BNeval97. F0 22.3% 45.0%F1 30.5% 20.0%F2 16.2% 16.1%F3 6.2% 5.1%F4 14.1% ... F0 13.3 13.0F1 21.6 20.8F2 35.6 34.9F3 34.1 32.4F4 26.2 25.7F5 29.0 27.5FX 50.9 46.8.
  33. Camera Pose Estimation and Reconstruction from ImageProfiles under…

    mi.eng.cam.ac.uk/reports/svr-ftp/mendonca_eccv2000.pdf
    10 Apr 2000: In [20] a reconstruction method based on parameterising the surface by radial curveswas developed. ... deg. 5 10 15 20 25 30 359. 9.2. 9.4. 9.6.
  34. THE CU-HTK MARCH 2000 HUB5E TRANSCRIPTION SYSTEMT. Hain, P.C. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_stw00.pdf
    5 Oct 2000: 27.8 0.287P5a 20.3 32.7 26.6P5b 21.0 32.8 26.9 0.292P6a 20.3 32.6 26.5 0.284. ... Speech Transcription Workshop, College Park. 20. S.J. Young, J.J. Odell & P.C.
  35. FRAME DISCRIMIN ATION TRAINING OF HMMS FORLARGE VOCABULAR Y ...

    mi.eng.cam.ac.uk/reports/svr-ftp/povey_tr332.pdf
    6 Sep 2000: Stage2 For eachGaussianÒ we test a number(20 in this case)of randomlychosenGaussians,asin Stage1. ... Table1 andTable2 show the resultsof FD on the singleand6 Gaussianper statesystems.ThesingleGaussiansystemshows anoverall decreasein WER of 20.3%after4
  36. ITERATIVE UNSUPERVISED ADAPTATION USING MAXIMUMLIKELIHOOD LINEAR…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_icslp96.pdf
    17 Oct 2000: 2 tg 21.06 9.60. Lattice Gen. bg 22.12 10.88Lattice Gen. tg 17.20 7.88.
  37. 8 Mar 2000: ÂJÙYÉÀÃEùZ@-MÐZÃ;ÄÂcÏcÃ79ÄzÃ Ø À¿ÅÀÌZÆÌZÆÇzkÃ3Þß.à.Ý%î#ïEÞWÇzà ¿TÇ3Ø ÌcÉÀÉ=Ã;Ø;ÇzÀÌZÆNÚoÊÇzÍà ÂcÆNÆÈkÍ«Ù/Ã;Ä7ÌcËÒÈYÃ;ÄÅÓÇzÃÑÄzÍ¿=ÆNÁ|ÂJÄzÃ;ÆÇzkà ¿ÅÀ¿. 0 10 20 30
  38. Audio Indexing and Retrieval of Complete Broadcast News Shows ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_riao00.pdf
    10 Apr 2000: This transcription, denotedHTK-p2 , gave a WER of 20.5% on the scoredsubset. ... which usethis strategy and have a lower word error rate of 20.5%.
  39. 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: Rec. HTK cc-proc HTK-p1 LIMSI NIST-B2Error 55.51 37.93 67.86 57.20 62.46Rec. ... 6Another method of modifying the TER to model retrieval weighting moreclosely can be found in [20].
  40. GENERAL QUERY EXPANSION TECHNIQUESFOR SPOKEN DOCUMENT RETRIEVAL…

    mi.eng.cam.ac.uk/reports/svr-ftp/jourlin_esca99.pdf
    10 Apr 2000: 60.00 52.56 59.137 = 5 - WP 54.40 60.00 54.20 63.488 = 5 - GP 54.95 59.13 53.56 60.87.
  41. 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: Unit Gradient Reference. Stopped. Stopped/Stemmed. 20 25 30 35 40 45 5015. ... Refe. renc. e. 0 20 40 60 80 100 1200.36. 0.38.
  42. Volume-based three-dimensionalmetamorphosis usingregion…

    mi.eng.cam.ac.uk/reports/svr-ftp/treece_tr379.pdf
    26 Apr 2000: the skeleton representation [2]and union of spheres representation [20]), or to volume data [24]. ... 00:01:00 00:30:00 00:00:30Frames 20 20 20 20Polygons per frame 4, 000 38, 000 33, 000 3, 300Morph creation time 00:01:31 00:45:20
  43. 3D ultrasound examination of large organs G.M. Treece, R.W. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/treece_tr367.pdf
    12 May 2000: The actual orientation of these sweeps varied somewhat between examinations.Each complete examination was performed in a single breath hold (roughly 20 seconds). ... B-scans plane positionSegment 20. B-scans. Figure 5: Volume measurement from multiple
  44. PII: S0167-6393(99)00037-0

    mi.eng.cam.ac.uk/reports/svr-ftp/nock_specom99.pdf
    31 Jul 2000: Trees based onTIMIT alone are much less eective on theSwitchboard test set (20%), but adding them to theSwitchboard training data (ICSITIMIT) resultsin a small additional gain (32%). ... 20%). 0.34! 0.17 (51%). ICSI 0.72! 0.50. (30%). ICSITIMIT 0.71! 0.48
  45. LARGE SCALE DISCRIMINATIVE TRAINING FORSPEECH RECOGNITION P.C.…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_asr00.pdf
    6 Nov 2000: In this caseexamples can be constructed where alternativediscrimina-tive training schemes such as the Maximum Mutual Infor-mation Estimation (MMIE) can provide better performancethan MLE [20]. ... 20–23, New York. [9] P.S. Gopalakrishnan, D. Kanevsky, A
  46. Reducing Word Error Rates of Found Speech -XPERT Tool ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_tr330.pdf
    10 Apr 2000: 4 Analysis with xpert 15. 5 Conclusions 20. 6 Acknowledgements 20. ... 20 Acknowledgements. 5 CONCLUSIONS. xpert has been shown to allow the user to quickly identify the location of all the errors in a transcrip-tion.
  47. Submitted in partial requirement for the MPhil in Computer ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_mthesis.pdf
    10 Apr 2000: 44.32Condition Match(%) 49.75 18.72 20.20 15.27 35.96 39.90 37.93 54.68 44.83Total Match(%) 52.50 7.50 15.62 10.62 ... 1. 3. 4. 5. 6. 4 8 120 16 20. Ward 2D (on mean).
  48. Pronunciation modeling by sharing Gaussians

    mi.eng.cam.ac.uk/reports/svr-ftp/nock_csl00.pdf
    31 Jul 2000: SeeGodfrey, Holliman andMcDaniel (1992) for a detailed corpus description.] A vocabulary of approximately 20 000. ... set). Transcription type Models Phone error rate Deviation from baseformsDictionary baseforms — 33.6% 0%Automatic [Step (6)] Standard

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