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14 Jun 2004: DARPA Broadcast News Recognition Workshops. Last modified: Fri Oct 11 19:55:20 BST 2002.

29 Apr 2004: Appendix - Cluster Voting Results by Show. System ABC VOA PRI NBC CNN MNB TOTALCUED-diary-bic (input 1) 32.03 20.78 21.40 32.06 37.92 10.74 ... 12CUED-diary-cost (input 2) 29.26 19.82 20.48 31.56 37.18 29.34 27.09Best CVOS score 26.71 18.43 18.11 29.84 37

14 Jun 2004: 43.60. CU. PER. 0.4. 0.2. 9.1. 11.60. 29.7. 32.20. MIT. CU. ... MIT. MIT. 2.3. 3.7. 5.6. 25.93. 20.6. 40.96. MIT. PER. 0.6.

25 May 2004: Gaussianisation. • Transform any distribution to standard Gaussian N(0, I). 20 15 10 5 0 5 10 15 200. ... Gaussianised 29.8 21.9 26.0CN 28.7 21.3 25.1. CNC 28.1 20.8 24.6. •

29 May 2004: Gauss 24.0 20.7 20.7 17.7 16.0WER (%) 35.3 35.1 35.2 35.3 35.5. ... Using the “opti-mal” structure, determined with α = 0 and 4 iterations of structureoptimization the error rate fell to 35.1% and the average numberof components per state was 20.7.

9 Dec 2004: Frames from phrase:SHOW THE GRIDLEY’S. Legend. • True• HMM• SLDS. 20 40 60 80 10035. ... Cambridge UniversityEngineering Department. Institute of Statistical Mathematics 20. SVMs, Generative Kernels and Maximum Margin Statistical Models.

23 Mar 2004: Cluster-based mean and variance normalisation was used. • ML search for warp-factor done using parabolic search in the range [0.80,1.20]. • ... 20% parameters reduction. • 0.5%0.7% abs improvement over global HLDA system. •

25 May 2004: 0 5 10 15 20 25 3026. 26.5. 27. 27.5. 28. ... 0 5 10 15 20 2526. 26.5. 27. 27.5. 28. 28.5.

23 Dec 2004: ldc04swm03S2 12 36.3 48.2S3 16 36.1 47.9S4 20 36.0 47.2. Table 4. ... The use of the GWD gave significant reductions in theperplexity. On the eval04 data an almost 20 point reduction in per-plexity was obtained.

29 Apr 2004: 8#PFMs 10 td 70-30 28.8 29.1 18.5 19.5 47.3 48.6#PFMs 20 td 50-50 33.2 34.8 13.9 14.8 ... The DB98 SULMs reduce the DEL error by c.20% abs (while increasing the INSerror by c.20% abs) compared to the LDC SULMs.