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8 Mar 2000: THE DEVELOPMENT OF THE1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. P.C. Woodland, M.J.F. ... 5. CONCLUSIONThis paper has described our initial efforts to develop systemsfor broadcast news transcription.

10 Apr 2000: Thus we can draw initial weights and importance ratiosfrom the prior (eqn 6) and for each sampling stage, pre-dict the new weights (eqn 1), evaluate the new importanceratios (eqns ... By repeating this S times, the newresampled indices are determined,

19 Apr 2000: 75 73.1% 0.79%. Table 5: News and non-news rejection when smoothing be-tween repeated audio. ... Speeding up the Search. Reducing the Size of Cue-Audio. Expt. 2 -- Finding Non-News Events.

25 Oct 2000: A new consistencyfunction is proposedthat usesa statisticalcomparisoninsteadof the voxelcentroidsamplingthat wasinitially proposed.This is importantwhenthereis moredetailin theimagesthancanbestoredin a voxel representation.Thenew functionis

27 Sep 2000: Subsequently we present thespeaker adaptation tests using the new front-end, followed by de-tails about language models used. ... Young S.J. (1998) The 1997HTK Broadcast News Transcription System.Proc. DARPABroadcast News Transcription and Understanding

8 Mar 2000: Unfortunately thePorter algorithm suffers from some problems for example mapping“news” to “new” but not equating “government” and “governmen-tal”. ... We therefore used a new set of HTKtriphone HMMs in an HTK-2 recognition setup.

2 Nov 2000: 2 Finding the TopicsA mixture of broadcast news and newswire text was usedas training data for the topic model, with 144 million wordsof Broadcast News text and 25 million words of ... Whittaker and S.J. Young, “The 1997 HTKBroadcast News Transcription

10 Apr 2000: These methods were shown tobe an important part of our overall recognition systemfor broadcast news. ... The 1996 Hub-4 Broadcast News Transcription develop-ment data was used for all the experiments reported inthis paper.

5 May 2000: It is also interesting tonote that the improvement is consistent over the varioustypes of data found in broadcast news. ... Johnson, T.R. Niesler,A. Tuerk, E.W.D. Whittaker, and S.J. Young. The1997 HTK Broadcast News Transcription System.

25 Oct 2000: This work is extended,sothatjunctionpointscanbe representedfor arbitraryprojective cameras,andusingthis representation,a new constraint,the trifocal junction point constraint will be presented.This constraintis usedin an algorithmto ... 10). A