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16 Nov 2007: test error rate ideally. error rate. mimics theoretical. training. test. classifier complexity.

22 Jun 2007: Table 3 shows the P1-P2 perfor-mance3 of these baseline models on the BC and BN tests sets. ... Table 6. Unadapted %CER onbcmdev05. The models were then evaluated on the BC test set,bcmdev05.

10 Oct 2007: Table 3 shows the P1-P2 perfor-mance3 of these baseline models on the BC and BN tests sets. ... Table 6. Unadapted %CER onbcmdev05. The models were then evaluated on the BC test set,bcmdev05.

20 Jan 2007: All the test sets comprise ofshows where a show is a broadcast of a TV or radio program. ... 3.4. Results. The tests were carried out on a BC test set (dev05bcm: 3 hours,30k words, 5 shows) and two BN test sets (eval04: 1.3 hours, 11kwords, 3

21 Sep 2007: tic mismatch between training and test conditions. This report examines the application of. ... The joint distribution mayalso be thought of more generally as modeling training and test conditions jointly rather thanas clean and noisy data.

22 Jun 2007: For theBN test set, cross-adaptation in either direction gave gains of about0.5% absolute over the best individual system. ... The first half of this test set was used for tuning the translation.

10 Oct 2007: For theBN test set, cross-adaptation in either direction gave gains of about0.5% absolute over the best individual system. ... The first half of this test set was used for tuning the translation.

5 Oct 2007: The same five test sequences were also reconstructed by automatically resolving the multipledistance ambiguity. ... As a final test, we recorded two freehand sequences, again on the same speckle phantom usedfor the calibration.

22 Feb 2007: Require good generalisation– Can reduce training set error rate: need to reduce test-set errors!– Need to keep gains with large numbers of parameters– Need to increase “confusable” data for training– ... simple ASR systems - larger gains–

15 Aug 2007: Each ofthe 16 conditions also has a test set of a 1001 sentences with 52male and 52 female speakers. ... Exact and Approximate matrix inversion for PCMLLR onAURORA 2 test set A, averaged across N1-N4, WER(%).