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9 Aug 2005: A good approximate loglikelihood score was found empirically. To test whether the GS performance degrades below the 1.6 tailthreshold due to the state likelihoods of components within a se-lected

9 Aug 2005: Section 5. evaluates methods using the SQALEUS-English test set and Section 6.

9 Aug 2005: c) aspectratio = 1:1 (201 points). We do a further test by varying the aspect ratio of thepreattentive filter.

8 Aug 2005: Thisis the underlying principle of the Likelihood Ratio Test (LRT). It could be easily shownthat using likelihood ratios minimizes the Bayesian error in two-class decision problems[20].

1 Apr 2005: Furthermore, we excludedtdt4 data after 15 Jan-uary 2001 so not to have temporal overlap of acoustic or languagemodel data with the development test sets. ... The resultsstill showed consistent gains over various test sets. Finally we usedthe

9 Aug 2005: hood estimate, then an OpenGL implementation is possible.The model is repeatedly rendered using the 0 -test, with anincreasing probability threshold.

8 Aug 2005: We performed 25 recognition tests, using each database for training and testing it against all the others.For each person in a database we collected a data set consisting of

9 Aug 2005: Test-set perplexity. Training-set perplexity. Test-set, count thresholdprune. 1e-4. 5e-5. 2.5e-5. 1e-5.

9 Aug 2005: cd/opal/timit/test/dr4/mbns0/sx320 ). Ampl. itude. h#dhaxn ih r ixs ih nxix gclgaa gclm ey n aa pclbiy w axth ix n w ao kclk ix ng

9 Aug 2005: We carried out three additional experiments to test the gen-erality and robustness of our approach:.

9 Aug 2005: Training- and test-sets werecreated by splitting the material evenly acro ss these topics in the. ... A 65K vocabulary was used to build language models. Thestandard 2.1 million word set-aside dev-test text for WSJ0 was used as a test-set.

9 Aug 2005: The fronto-parallel view reveals how the inter-section tests can be performed efficiently.

28 Jul 2005: As a test,EPZS was applied to synthetic data of the same form as used in Figure 4, where much higherstrains were simulated.

16 Mar 2005: Further details andan implementation of the K-S test can be found in [27]. ... 10. 20. 30. 40. 50threshold for KS test statistics. threshold for KS test statistics.

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10 Jan 2005: nist.gov/speech/tests/rt/rt2003/spring/docs/rt03-spring-eval-plan-v4.pdf , 25th February 2003. ... 3] NIST, “Fall 2004 Rich Transcription (RT-04F) EvaluationPlan,” http://www.nist.gov/speech/tests/rt/rt2004/fall/docs/rt04f-eval-plan-v14.pdf , 30th

9 Aug 2005: Text. wfreq2vocab. Vocab. Test text. Perplexity. Id N-gram. LanguageModel. text2idngram. idngram2lm.

9 Aug 2005: high-noise test speechunknown utterance from. high-noise speech. 10 hmms modelling. adjusted set of. ... each state known. cepstral means in. mse. normalised. accumulate. digit-dependentdigit-dependent. noisy test.

9 Aug 2005: citation words, number sequences and prose passageswere used, with one quarter of the data ( 1500 phonemes) setaside as a test set. ... 6. RESULTSResults for both phoneme and word recognition over 50 test utter-ances with.

9 Aug 2005: XZY[]_acbd[egfihkjmlonqp'jmlsrt]gfZfZeulI[vbw]yxzx{0p|cb+]gfZcj[. Training Data Test Data. |0. |100. |200. |300. |400. |500.

9 Aug 2005: 0.10. ||. ||. ||. ||. |1.00. |. (c) Normalised RMSE -- Approximation Error on Test Data.

9 Aug 2005: Department of EngineeringUniversity of Cambridge! " $#%&' ( ) " ,%-.) / 0 213. George Francis HarpurQueens’ College. February 1997. A dissertation submitted forthe degree of Doctor of Philosophy. at the University of Cambridge. Summary. The

9 Aug 2005: Viterbi decoding. Alignment. Output. Test data (text)without <s> and </s>. punctuation stripped with punctuation.

9 Aug 2005: British Machine Vision Conference 4. Figure 2: A selection of the test images. ... test and Jef-frey divergence (identical) (C&J), and the EarthMover distance (EM).

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