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CUHTK Brodacast News English Recipe
mi.eng.cam.ac.uk/~mjfg/private/CUHTK-BNE-Recipe/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. -
Abstract for kim_icassp05
mi.eng.cam.ac.uk/reports/abstracts/kim_icassp05.html27 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 -
HTK Rich Audio Transcription - References
mi.eng.cam.ac.uk/research/projects/EARS/references.html23 Jun 2005: Progress in Broadcast News English Transcription. ... 2003 CU-HTK Broadcast News English System Development. RT-03s workshop, May 2003 (Boston, MA). -
Kate Knill ALTA Institute, Cambridge University Engineering…
mi.eng.cam.ac.uk/~kmk/presentations/Knill_ISCSLP_Keynote_2022.pdf19 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. • -
References [1] Control-DAG: Constrained decoding for…
mi.eng.cam.ac.uk/~wjb31/PUBS/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. -
Mark Gales - Private Links
mi.eng.cam.ac.uk/~mjfg/private/14 Jun 2004: Private Links to MIL System. EARS Internal Web Page. EARS Project Presentations. -
Abstract for sim_icassp2005
mi.eng.cam.ac.uk/reports/abstracts/sim_icassp2005.html27 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. | -
summaOverviewPoster.key
mi.eng.cam.ac.uk/UKSpeech2017/posters/s_renals.pdf17 Nov 2017: Sentiment Extraction. SUMMA PlatformDatabase. VisualisationsPrototypes. SUMMA PlatformSUMMA Aimsmonitor hundreds of live news sources transcribe spoken content in different languages translate content into English organise news streams into -
INDICATOR VARIABLE DEPENDENT OUTPUT PROBABILITY MODELLING…
mi.eng.cam.ac.uk/~sjy/papers/tuyo01.pdf20 Feb 2018: experimentson average and for the different F-conditions of the 1997Broadcast News task [5]. ... Martin,and M. Przybocki, “1998 Broadcast News BenchmarkTest Results: English and non-English Word Error RatePerformance Measures,” Proc. -
Mark Gales - Publications
mi.eng.cam.ac.uk/~mjfg/publications.html13 Oct 2020: M.J.F. Gales NST Annual Meeting June 2016. (revised September 2016). There is a draft chapter and a movie demonstrating stimulated training for an English BN sentence:. ... This is A. B. C. News Nightline reporting from Washington Ted Koppel. -
Kim et al.: 2003 CU-HTK BN-E Systems 2003 CU-HTK ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_rt03s.pdf24 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. -
References [1] An inner table retriever for robust table ...
mi.eng.cam.ac.uk/~wjb31/bak.PUBS/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. -
Deep Activation Mixture Model for Speech Recognition
mi.eng.cam.ac.uk/UKSpeech2017/posters/c_wu.pdf17 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 -
Abstract for kim_asru2003
mi.eng.cam.ac.uk/reports/abstracts/kim_asru2003.html27 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 -
Progress in Broadcast News English Transcription D.Y. Kim, M.J.F. ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_sttmay04.pdf25 May 2004: Progress in Broadcast News English Transcription. D.Y. Kim, M.J.F. Gales, H.Y.Chan, P.C. -
Speaker Diarisation for Broadcast News
mi.eng.cam.ac.uk/reports/full_html/tranter_odyssey04.html/14 Jun 2004: The experiments reported in this paper were conducted on the diarisation development data (bndidev03) and the entire 2003 evaluation data (bneval03) used in the English Broadcast News RT-03 Rich Transcription ... Two of these are radio shows, namely -
.poster_jeremy_v2.tex.dvi
mi.eng.cam.ac.uk/UKSpeech2017/posters/j_wong.pdf17 Nov 2017: HUB4: English broadcast news. 144 hours training set, 6000 PDT states. • -
IMPROVING BROADCAST NEWS TRANSCRIPTION BY LIGHTLY…
mi.eng.cam.ac.uk/reports/svr-ftp/chan_icassp2004.pdf27 May 2004: In English broadcast news, large amounts of raw audiodata are available from the television and radio channels. ... These include CNN Headline News, ABCWorld News Tonight, PRI The World, VOA English news pro-grams, NBC Nightly News and MS-NBC News with -
CONSENSUS NETWORK DECODING FOR STATISTICAL MACHINE TRANSLATIONSYSTEM…
mi.eng.cam.ac.uk/research/projects/AGILE/publications/sim-icassp07.pdf26 Mar 2008: Table 4. Consensus network decoding strategies using TER-basedalignment on Chinese-English text translation. ... Results for both Chinese-English and Arabic-English on two text development sets as well asa broadcast news development set used by the AGILE -
Combining I-vector Representation and Structured Neural Networks for…
mi.eng.cam.ac.uk/~mjfg/icassp16_wu.pdf5 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. -
ADAPTATION OF PRECISION MATRIX MODELS ON LARGE VOCABULARYCONTINUOUS…
mi.eng.cam.ac.uk/reports/svr-ftp/sim_icassp2005.pdf12 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. ... news and conversationaltelephone speech English tasks. -
THE CU-HTK MANDARIN BROADCAST NEWS TRANSCRIPTION SYSTEM R. Sinha, ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/rs_ICASSP06.pdf23 Feb 2006: This 50K word-list covers all English andMandarin words in the acoustic training data. ... Xu, “The BBN MandarinBroadcast News transcription system,” inProc. Eurospeech,Lisbon, Portugal, September 2005. -
DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS…
mi.eng.cam.ac.uk/reports/svr-ftp/kim_icassp05.pdf1 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. -
SPEECH RECOGNITION SYSTEM COMBINATION FOR MACHINE TRANSLATION M.J.F.…
mi.eng.cam.ac.uk/research/projects/AGILE/publications/gales_ICASSP07.pdf10 Oct 2007: Adda, “The LIMSI broad-cast news transcription system,” Speech Communication, May2002. [9] L. ... Xiang, M. Afify, S. Abdou, S. Matsoukas,R. Schwartz, and J. Makhoul, “The BBN RT04 English broad-cast news transcription system,” in Proceedings -
Stimulated Deep Neural Network for Speech Recognition
mi.eng.cam.ac.uk/~mjfg/interspeech16_stimu.pdf26 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. -
Unsupervised Language Model Adaptation for Mandarin…
mi.eng.cam.ac.uk/reports/svr-ftp/mrva_icslp06.pdf20 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]. -
K. Yu, M.J.F. Gales and P.C. Woodland Cambridge University ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/yu-interspeech07.pdf10 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. -
Acoustic Modelling for Speech Recognition:Hidden Markov Models and…
mi.eng.cam.ac.uk/~mjfg/ASRU_talk09.pdf5 Jan 2010: Why we like HMMs - example broadcast news/conversation results. System WER (%)BN BC Avg. ... English 6.7 — 6.7Mandarin (CER%) 2.3 12.6 7.1Arabic 8.6 16.6 11.7. -
The Cambridge University Multimedia Document Retrieval Demo System
mi.eng.cam.ac.uk/reports/full_html/tuerk_riao00demo.html/14 Aug 2000: Work is ongoing to extend the data base to British English news. ... Also a windowing system is being developed that allows automatic content dependent segmentation of news broadcasts. -
A HIGH-PERFORMANCE CANTONESE KEYWORD SEARCH SYSTEM
mi.eng.cam.ac.uk/~mjfg/ICASSP13_ibm2.pdf13 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 -
DEVELOPMENT OF A PHONETIC SYSTEM FOR LARGE VOCABULARY ARABICSPEECH ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/gales-asru07.pdf26 Mar 2008: Compared to English there are a number of issuesin automatically transcribing Arabic speech [2]. ... Makhoul,“Recent progress in Arabic broadcast news transcription atBBN,” in Proc. InterSpeech, 2005. -
TWO-WAY CLUSTER VOTING TO IMPROVE SPEAKER DIARISATION PERFORMANCE S.…
mi.eng.cam.ac.uk/reports/svr-ftp/tranter_icassp05.pdf25 Mar 2005: 3. DATA USED IN EXPERIMENTS. The experiments reported in this paper were conducted on the 6-show 2003 evaluation data(bneval03)used in the English Broad-cast News RT-03 Rich ... Transcription evaluations.[1] It consists of30 minute extracts from 6 -
Recent Progress in Large Vocabulary ContinuousSpeech Recognition: An…
mi.eng.cam.ac.uk/~mjfg/icassp06_tutorial.pdf22 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. -
THE CU-HTK MANDARIN BROADCAST NEWS TRANSCRIPTION SYSTEM R. Sinha, ...
mi.eng.cam.ac.uk/~mjfg/sinha_ICASSP06.pdf22 Nov 2006: This 50K word-list covers all English andMandarin words in the acoustic training data. ... Two sets of numbers are quoted. The first includes English,the second excluding English. -
Structured Deep Neural Networks for Speech Recognition
mi.eng.cam.ac.uk/~mjfg/thesis_cw564.pdf12 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. -
SPEECH RECOGNITION SYSTEM COMBINATION FOR MACHINE TRANSLATION M.J.F.…
mi.eng.cam.ac.uk/~mjfg/gales_ICASSP07.pdf22 Jun 2007: Adda, “The LIMSI broad-cast news transcription system,” Speech Communication, May2002. [9] L. ... Xiang, M. Afify, S. Abdou, S. Matsoukas,R. Schwartz, and J. Makhoul, “The BBN RT04 English broad-cast news transcription system,” in Proceedings -
Use of Graphemic Lexicons for Spoken Language Assessment K.M. ...
mi.eng.cam.ac.uk/~ar527/knill_is2017.pdf15 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 -
K. Yu, M.J.F. Gales and P.C. Woodland Cambridge University ...
mi.eng.cam.ac.uk/~mjfg/yu-interspeech07.pdf11 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. -
Impact of ASR Performance on Free Speaking Language Assessment ...
mi.eng.cam.ac.uk/~ar527/knill_is2018.pdf15 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 ... 13] A. Malinin et al., “Off-topic response detection for -
JOURNAL OF IEEE TRANS. ACOUST., SPEECH, SIGNAL PROCESSING, JULY ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/sim_SAP06.pdf10 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, ... Experimental -
IEEE TRANS. ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007 ...
mi.eng.cam.ac.uk/~mjfg/gales_ASL.pdf22 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, -
Cluster Voting for Speaker Diarisation S.E.…
mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr476.pdf13 May 2004: 2.2 The Broadcast News Data for Diarisation. The experiments reported in this paper use the RT-03s English Broadcast News (BN) data. ... The data originates from US television and radio shows and each set consists of one 30 minute longepisode from 6 -
Mark John Francis Gales Thesis, Book Chapters and Magazines ...
mi.eng.cam.ac.uk/~mjfg/publications_list.pdf11 Oct 2023: Kyriakopoulos, A. Malinin, R. C. van Dalen, and M. Rashid,“Towards automatic assessment of spontaneous spoken English,” Speech Commun., vol. ... Y. Chan, D. Mrva, R. Sinha, and S. E. Tran-ter, “Progress in the CU-HTK broadcast news transcription -
main.dvi
mi.eng.cam.ac.uk/~sjy/papers/youn0720 Feb 2018: For example, theword “bat” is composed of three phones /b/ /ae/ /t/.About 40 such phones are required for English. ... Itis less effective for other applications such as broad-cast news transcription where speaker changes mustbe inferred from the data -
DEVELOPMENT OF A PHONETIC SYSTEM FOR LARGE VOCABULARY ARABICSPEECH ...
mi.eng.cam.ac.uk/~mjfg/gales-asru07.pdf11 Jan 2008: Compared to English there are a number of issuesin automatically transcribing Arabic speech [2]. ... Makhoul,“Recent progress in Arabic broadcast news transcription atBBN,” in Proc. InterSpeech, 2005. -
JOURNAL OF IEEE TRANS. ACOUST., SPEECH, SIGNAL PROCESSING, JULY ...
mi.eng.cam.ac.uk/~mjfg/sim_SAP06.pdf22 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, ... Experimental -
An attention based model for off-topic spontaneous spoken response ...
mi.eng.cam.ac.uk/~ar527/malinin_slate2017.pdf15 Jun 2018: Thanks to Cambridge English, University ofCambridge, for support and access to the BULATS data. ... 7. References[1] B. Seidlhofer, “English as a lingua franca,” ELT journal, vol. -
Two-way Cluster Voting to Improve Speaker Diarisation Performance
mi.eng.cam.ac.uk/reports/full_html/tranter_icassp05.html/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 ... 30 minute extracts from 6 different US news shows broadcast -
Kate Knill ALTA Institute, Cambridge University Engineering…
mi.eng.cam.ac.uk/~mjfg/ALTA/presentations/Knill_ISCSLP_Keynote_2022.pdf19 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. • -
Bitext Alignment for Statistical Machine Translation
mi.eng.cam.ac.uk/~wjb31/ppubs/YDengDefenseDec05.pdf16 Feb 2008: English Arabic-English. Used all parallel corpora available from LDCC-E: 200M En. ... words (news, all UN bitexts). Y. Deng (Johns Hopkins) Bitext Alignment for SMT 39 / 42.
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