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14 Jun 2004: Private Links to MIL System. EARS Internal Web Page. EARS Project Presentations.

27 Jul 2020: Abstract for kim_icassp05. Proc. ICASSP 2005. DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. ... Sim, P.C. Woodland. March 2005. This paper describes our recent work on improving broadcast news transcription and presents details of

23 Jun 2005: Progress in Broadcast News English Transcription. ... 2003 CU-HTK Broadcast News English System Development. RT-03s workshop, May 2003 (Boston, MA).

19 Jun 2023: Language model:. • Trigram LM trained on ASR L2 manual transcriptions and Broadcast News English• su-RNNLM3 trained on semi-supervised ASR L2 transcriptions. • ... Ø Spoken GEC can match performance of Written GEC L2 English learner task. •

27 Jul 2020: Experimental results are presented based on the MPE trained Subspace for Precision and Mean models, evaluated on both broadcast news and conversational telephone speech English tasks. |

29 Apr 2024: Still, there remains a significant performance gap between the English and the cross-lingual test sets. ... We demonstrate our approach translating from English into three languages with varied linguistic properties and data availability.

17 Nov 2017: l)k. ). 6. Experiment. I Data and setupI 144-hour English broadcast news dataset (LDC97S44, LDC98S71)I DNN-HMM hybrid ASR frameworkI 5 hidden layers with 1024 units for both DNN

20 Feb 2018: Different topologies of themodel were evaluated on the 1997 Broadcast News task andsome small improvements were obtained. ... Martin,and M. Przybocki, “1998 Broadcast News BenchmarkTest Results: English and non-English Word Error RatePerformance

24 Jul 2003: Kim et al.: 2003 CU-HTK BN-E Systems. 2003 CU-HTK Broadcast News English SystemDevelopment. ... B CNN shows transcription 1999-2001 66C TDT4 closed captions 2D broadcast news acoustic training transcriptions 1997-1998 2.

14 Jun 2004: CUHTK Brodacast News English Recipe. Introduction. The commands given below assume that the standard ears environment variables are set-up. ... DARPA Broadcast News Recognition Workshops. Last modified: Fri Oct 11 19:55:20 BST 2002.

3 Nov 2023: Still, there remains a significant performance gap between the English and the cross-lingual test sets. ... We demonstrate our approach translating from English into three languages with varied linguistic properties and data availability.

27 May 2004: In English broadcast news, large amounts of raw audiodata are available from the television and radio channels. ... GI unadapted single pass decoding system. 5. CONCLUSIONS. This paper has investigated the use of automatically recognisedtranscripts for

25 May 2004: Progress in Broadcast News English Transcription. D.Y. Kim, M.J.F. Gales, H.Y.Chan, P.C.

17 Nov 2017: HUB4: English broadcast news. 144 hours training set, 6000 PDT states. •

14 Jun 2004: task of identifying 'who spoke when' in broadcast news audio is particularly interesting and challenging. ... The experiments reported in this paper were conducted on the diarisation development data (bndidev03) and the entire 2003 evaluation data

26 Sep 2016: English broadcast news(BN) transcription task and a Javanese conversational telephonespeech (CTS) task from the IARPA Babel program. ... English broadcast news(BN) task and a Javanese conversational telephone speech taskfrom the IARPA Babel program.

27 Jul 2020: Abstract for kim_asru2003. Proc. IEEE ASRU2003. RECENT ADVANCES IN BROADCAST NEWS TRANSCRIPTION. ... Wang & P.C. Woodland. 2003. This paper describes recent advances in the CU-HTK Broadcast News English (BN-E) transcription system and its performance in

26 Mar 2008: Results for both Chinese-English and Arabic-English on two text development sets as well asa broadcast news development set used by the AGILE team in theGALE program4. ... Furthermore the actual evaluation results from the2006 test are included. The 2006

12 Apr 2005: Experimentalresults are presented based on the MPE trained Subspace for Pre-cision and Mean models, evaluated on both broadcast news andconversational telephone speech English tasks. ... Experimental results are presented based on two LVCSR Englishtasks:

5 Apr 2016: English Broadcast News (BN) transcription task.Two distinct sets of test data are examined. ... The proposed approachesare evaluated on the utterance-level unsupervised adaptation of alarge vocabulary continuous English broadcast news transcriptiontask.

10 Oct 2007: The first trained on Gigawordand broadcast news sources used about 1074M words of text, andwas interpolated with a general English LM in a ratio of 9:1. ... The CU-HTK Mandarin Broadcast News Transcription System,” Proc.ICASSP 2006, Toulouse. 4.

1 Apr 2005: DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. D.Y. Kim, H.Y. ... This has led to an order of magnitude increase intraining data for the US English broadcast news (BN-E) task.

13 Jun 2013: Na-tional Institute of Standards and Technology (NIST) in 2006. TheSTD 2006 evaluation measured keyword search performance onthree different languages, English, Arabic, and Mandarin Chinese,and three different genres, broadcast news ... genre.The best

20 Jan 2007: Al-though, broadcast news and broadcast conversation tasks are re-lated, this result shows their large mismatch. ... Component Training data. BNMENG mix of Mandarin and English newspa-pers, broadcast news, web,closed captions[5501400].

10 Oct 2007: Discriminative training of precision matrices was evaluatedon an English conversational telephone speech (CTS) task,which consists of multi-speaker spontaneous telephone conver-sational speech, and an English broadcast news (BN) task, ... 1.1% and

5 Jan 2010: Why we like HMMs - example broadcast news/conversation results. System WER (%)BN BC Avg. ... Sinha, and S.E. Tranter, “Progress in the CU-HTK Broadcast News. transcription system,” IEEE Transactions Audio, Speech and Language Processing, 2006.

27 May 2004: Broadcast News – English (BN):– Training dataset: bnac (144hr)– Test dataset: dev03 (3hr) & eval03 (3hr). • ... Broadcast News English Systems. • Selected 16-comp systems for evaluation on dev03 and eval03– SPAM– HLDASPAM (SPAM within HLDA

12 Jul 2018: 2015a).I was responsible for the ideas, code implementation, complete experiments on WallStreet Journal and broadcast news English, and paper writing of Wu et al. ... 132. 7.2 Broadcast News English. 135. Table of contents xi. 7.2.1 Experimental Setup.

31 Mar 2005: The experiments reported in this paper were conducted on the 6-show 2003 evaluation data (bneval03) used in the English Broadcast News RT-03 Rich Transcription evaluations.[1] It consists of ... S. E. Tranter and D. A. Reynolds,. ''Speaker Diarisation

23 Feb 2006: Gales et al.: THE CUED BROADCAST NEWS TRANSCRIPTION SYSTEM 3. Segmentation /#Segments #Clusters. ... A. Training and Test Data Sets. Earlier work on English broadcast news transcription hasrelied on the use of acoustic model training data releasedbefore

22 Feb 2007: English Broadcast News System Description. • Segmentation and clustering:– LIMSI kindly supplied segmentation and clustering. • ... English Broadcast News Transcription. System WER(%)eval03 dev04 dev04f eval04. P2-cn GD-MPron 8.6 11.1 15.9 13.6.

25 Mar 2004: Each data set consists of one 30 minute extract from 6different US broadcast news shows. ... 1999 DARPA Broadcast News Workshop,Herndon, VA, March 1999, pp. 183–186. [15] L.

11 Jan 2008: The first trained on Gigawordand broadcast news sources used about 1074M words of text, andwas interpolated with a general English LM in a ratio of 9:1. ... The CU-HTK Mandarin Broadcast News Transcription System,” Proc.ICASSP 2006, Toulouse. 4.

15 Jun 2018: The DNN structure is 702x10005x6000. AKneser-Ney trigram LM is trained on 186K words of BULATStest data and interpolated with a general English LM trained ona large broadcast news corpus, using ... speech. Non-native English speech shares many of

15 Jun 2018: A Kneser-Ney trigram LM is trainedon 186k words from the System 1 training data, and interpolatedwith a general LM trained on Broadcast News English [34], us-ing the SRILM toolkit ... Fiscus, and W. M. Fisher, “Design and Prepa-ration of the 1996 Hub-4

19 Jan 2023: Language model:. • Trigram LM trained on ASR L2 manual transcriptions and Broadcast News English• su-RNNLM3 trained on semi-supervised ASR L2 transcriptions. • ... Ø Spoken GEC can match performance of Written GEC L2 English learner task. •

22 Nov 2006: Discriminative training of precision matrices was evaluatedon an English conversational telephone speech (CTS) task,which consists of multi-speaker spontaneous telephone conver-sational speech, and an English broadcast news (BN) task, ... 1.1% and

15 Jun 2018: trained on a large broadcast news corpus, using the SRILMtoolkit [26]. ... 7. References[1] B. Seidlhofer, “English as a lingua franca,” ELT journal, vol.

23 Sep 2003: TASKS. The two most commonly used tasks for LVCSR researchin English are Broadcast News (BN, formerly known asHub-4) and Conversational Telephone Speech (CTS, oftenreferred to as Switchboard or Hub-5). ... More details on the effectiveness of these

20 Feb 2018: For example, theword “bat” is composed of three phones /b/ /ae/ /t/.About 40 such phones are required for English. ... constant. Forexample, in broadcast news transcription this will bea speaker segment and in telephone transcription itwill be a

13 May 2004: 32.2 The Broadcast News Data for Diarisation. 32.3 Diarisation Scoring. 4. ... 2.2 The Broadcast News Data for Diarisation. The experiments reported in this paper use the RT-03s English Broadcast News (BN) data.

11 Oct 2023: Y. Chan, D. Mrva, R. Sinha, and S. E. Tran-ter, “Progress in the CU-HTK broadcast news transcription system,” IEEE Trans. ... Kanvesky, and P. A. Olsen, “Automatictranscription of broadcast news,” Speech Commun., vol.

23 Mar 2004: Woodland et al.: Cambridge STT Overview. Outline. • Broadcast News. • Lightly supervised discriminative training. • ... Lightly supervised discriminative training on TDT data. • Improve the English Broadcast News system by adding large amounts of

22 Nov 2006: Gales et al.: PROGRESS IN THE CU-HTK BROADCAST NEWS TRANSCRIPTION SYSTEM 3. ... A. Training and Test Data Sets. Earlier work on English broadcast news transcription hasrelied on the use of acoustic model training data releasedbefore 1998 by the LDC,

10 Apr 2000: A Focus Conditions for Broadcast News 21. B Files Required for Processing 21B.1 SPH Files. ... Broadcast News transcription is also complicated by the presence of different audio conditions.

9 Jul 2008: 8.2 Broadcast News English. 968.3 Broadcast News Mandarin. 978.4 Broadcast News Arabic. ... 13110.2.6 MBRL on Broadcast News Mandarin. 131. 10.3 Addressing Alignment Issues.

21 Sep 2007: trained on multistyle data sets such as broadcast news or conversational telephone speech. ... large vocabulary Broadcast News corpus of collected broadcast recordings. 1 Introduction.

9 Oct 2003: 2.1.2 The Broadcast News Diarisation Problem. The English Broadcast News (BN) data originates from US television and radio shows. ... A library of broadcast news shows was made using the English TDT-4 training data, excluding theshows from both the STT

16 Nov 2007: BN Broadcast News. BW Baum Welch. CDHMM Continuous Density Hidden Markov Model. ... more recent Conversational Telephone Speech (CTS) and Broadcast News (BN) data sets.

14 Jun 2006: 3.1.2 Evidence From Other Authors. The DARPA HUB4E Broadcast News Evaluation includes both spontaneous and moreformal utterances in studio recording conditions. ... 72] finds differences in part-of-speechdistributions found in the conversational