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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 -
EARS Project at Cambridge University
mi.eng.cam.ac.uk/research/projects/EARS/6 May 2004: Conversational Telephone Speech System, acoustic modelling[English/Chinese]/language modelling[Chinese]]. Broadcast News Systems, acoustic modelling and adaptation]. ... Kit Thambiratnam (ajkt2@eng.cam.ac.uk) [ Broadcast News segmentation and clustering ] -
Online publications for Ricky Chan
mi.eng.cam.ac.uk/reports/people/hyc27.html27 Jul 2020: acroread. Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title IMPROVING BROADCAST NEWS TRANSCRIPTION BY LIGHTLY SUPERVISED DISCRIMINATIVE TRAINING. Abstract: chan_icassp2004. -
Mark Gales - Publications
mi.eng.cam.ac.uk/~mjfg/publications.v1.html20 Dec 2011: Progress in the CU-HTK Broadcast News Transcription System. ... Sim and P.C. Woodland (2005). Development of the CU-HTK 2004 Broadcast News Transcription Systems. -
HTK Rich Audio Transcription - References
mi.eng.cam.ac.uk/research/projects/EARS/references.html23 Jun 2005: Development of the CU-HTK 2004 Broadcast News Transcription Systems. Proc. ICASSP 2005, Volume I, pp. ... Recent Experiments with HTK Broadcast News and Conversational Telephone Systems. EARS Mid-year meeting, January 2003 (Berkeley, CA). -
./plot_entropy.eps
mi.eng.cam.ac.uk/~ar527/chen_is2017.pdf15 Jun 2018: The performance of the bi-RNNLMs is evaluatedon three speech recognition tasks: broadcast news; meetingtran-scription (AMI); and low-resource systems (Babel data). ... 5. EXPERIMENTS. The performance of the bi-RNNLMs was evaluated on three cor-pora: -
Online publications for Do Kim
mi.eng.cam.ac.uk/reports/people/dyk21.html27 Jul 2020: acroread. Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title USING VTLN FOR BROADCAST NEWS TRANSCRIPTION. Abstract: kim_icslp04. -
Online publications for David Mrva
mi.eng.cam.ac.uk/reports/people/dm312.html27 Jul 2020: Contact:Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title RECENT ADVANCES IN BROADCAST NEWS TRANSCRIPTION. Abstract: kim_asru2003. -
Online publications for Sim Khe Chai
mi.eng.cam.ac.uk/reports/people/kcs23.html27 Jul 2020: Contact:Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title INVESTIGATION OF ACOUSTIC MODELING TECHNIQUES FOR LVCSR SYSTEMS. Abstract: liu_icassp2005. -
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. -
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. ... Sinha, and S.E. Tranter, “Progress in the CU-HTK Broadcast News. transcription system,” IEEE Transactions Audio, Speech and Language Processing, 2006. -
paper.dvi
mi.eng.cam.ac.uk/~ar527/ragni_is2018a.pdf15 Jun 2018: This provides a contrastto conversational telephone speech (CTS), broadcast news andvoice search style data for which numerous systems have beendeveloped [1, 2, 3, 4, 5, 6]. ... Xiang, S. Abdou, and J. Makhoul, “Re-cent progress in Arabic broadcast -
Abstract for tomalin_rt04
mi.eng.cam.ac.uk/reports/abstracts/tomalin_rt04.html27 Jul 2020: Abstract for tomalin_rt04. Proceedings for the RT04 Workshop. THE RT04 EVALUATION STRUCTURAL METADATA SYSTEMS AT CUED. ... Broadcast News Slash Unit Boundary Detection task. -
Abstract for odell_darpa99
mi.eng.cam.ac.uk/reports/abstracts/speech/odell_darpa99.html27 Jul 2020: Abstract for odell_darpa99. Proc DARPA Broadcast News Workshop, March 1999. (Herndon, VA). ... Previous HTK broadcast news transcription systems have focused on maximising accuracy with few constraints on compute power available. -
Woodland et al.: English CTS Systems 2003 CU-HTK English ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/woodland_rt03s.pdf24 Jul 2003: Woodland et al.: English CTS Systems. English CTS Development. • 2002 unlimited computation system. • ... 2003 language models. • Training data in 5 portions:– Revised MSU transcripts CHE [3MW]– broadcast news setup (BN transcripts from PSM; -
Online publications for Gunnar Evermann
mi.eng.cam.ac.uk/reports/people/ge204.html27 Jul 2020: acroread. Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title RECENT ADVANCES IN BROADCAST NEWS TRANSCRIPTION. Abstract: kim_asru2003. -
Building Multiple Complementary Systems using Directed Decision Trees …
mi.eng.cam.ac.uk/~mjfg/breslin_INTER07.pdf11 Jan 2008: end. Figure 4: Calculating Decision Tree Divergence. 5. ResultsExperiments were performed on a Broadcast News Arabic task.Each system was trained using 101.8 hours of data and a PLPfrontend. ... Sinha, and S.E. Tranter, “Progress in the CU-HTK -
Online publications for Dr. Mark Gales
mi.eng.cam.ac.uk/reports/people/mjfg.html27 Jul 2020: Contact:Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title THE DEVELOPMENT OF THE 1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. -
THE CU-HTK MANDARIN BROADCAST NEWS TRANSCRIPTION SYSTEM R. Sinha, ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/rs_ICASSP06.pdf23 Feb 2006: Jin, M. Noamany, andT. Shultz, “The ISL RT-04 Mandarin Broadcast News evaluationsystem,” inProc. ... F. Gales, D. Mrva,K. C. Sim, and P. C. Woodland, “Development of the CU-HTK2004 Broadcast News transcription systems,” inProc. -
Online publications for Prof. Phil Woodland
mi.eng.cam.ac.uk/reports/people/pcw.html27 Jul 2020: Contact:Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title THE CUHTK-ENTROPIC 10XRT BROADCAST NEWS TRANSCRIPTION SYSTEM. Abstract: odell_darpa99. -
is2008.dvi
mi.eng.cam.ac.uk/research/projects/AGILE/publications/raut-interspeech08.pdf3 Dec 2008: 1. IntroductionSpeech recognition systems are increasingly being built withfound data such as broadcast news and conversational tele-phone speech recordings. ... All HMM systems were based on state-clustered triphones with 6k distinct states. -
The CUHTK-Entropic 10xRT Broadcast News Transcription System
mi.eng.cam.ac.uk/reports/full_html/odell_darpa99.html/1 Mar 2000: Previous HTK broadcast news transcription systems have focused on maximising accuracy with few constraints on compute power available. ... To spur efforts in this direction the DARPA/NIST 1998 Broadcast News (Hub4) Evaluation included a test -
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. -
The 1998 HTK Broadcast News Transcription System: Development and…
mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/2 Mar 2000: Significant progress in the accurate transcription of broadcast news data has been made over the last few years so that we are now at a point where such systems can be ... Dragon Systems' 1997 Broadcast News Transcription System.. -
Machine Intelligence Laboratory: Publications (Speech)
mi.eng.cam.ac.uk/reports/index-speech.html17 May 2021: Contact:Title DEVELOPMENT OF THE CU-HTK 2004 BROADCAST NEWS TRANSCRIPTION SYSTEMS. Abstract: kim_icassp05. ... Contact:Title THE CUHTK-ENTROPIC 10XRT BROADCAST NEWS TRANSCRIPTION SYSTEM. Abstract: odell_darpa99. -
is2008.dvi
mi.eng.cam.ac.uk/~mjfg/raut_INTER08.pdf2 Mar 2009: 1. IntroductionSpeech recognition systems are increasingly being built withfound data such as broadcast news and conversational tele-phone speech recordings. ... All HMM systems were based on state-clustered triphones with 6k distinct states. -
Experiments in Broadcast News Transcription
mi.eng.cam.ac.uk/reports/full_html/woodland_icassp98.html/1 Mar 2000: Experiments in Broadcast News Transcription. P.C. Woodland, T. Hain, S.E. Johnson, T. ... The transcription of broadcast radio and television news poses a number of challenges for large vocabulary transcription systems. -
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. -
Explicitly Generating Complementary Systems for Large…
mi.eng.cam.ac.uk/~mjfg/breslin_INTER06.pdf22 Nov 2006: This algorithm is described in detail in the next section,followed by preliminary results on a Broadcast News Mandarinsystem, before conclusions are drawn. ... 3. Experimental ResultsExperiments were performed on a Broadcast News Mandarin task.The -
Cluster Voting for Speaker Diarisation S.E.…
mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr476.pdf13 May 2004: 32.2 The Broadcast News Data for Diarisation. 32.3 Diarisation Scoring. 4. ... al. 2004) which works in a similar way. Both these combinedsystems have been shown to produce a lower diarisation error rate on Broadcast News data than theseparate -
DESIGN OF FAST LVCSR SYSTEMS G. Evermann & P.C. ...
mi.eng.cam.ac.uk/reports/svr-ftp/evermann_asru2003.pdf23 Sep 2003: Two such systems were developed atCambridge and entered in the April 2003 Rich Transcriptionevaluation for Broadcast News (BN) and Conversational Tele-phone Speech (CTS) respectively [1]. ... The specifics of conversational tele-phone speech and -
THE CU-HTK MANDARIN BROADCAST NEWS TRANSCRIPTION SYSTEM R. Sinha, ...
mi.eng.cam.ac.uk/~mjfg/sinha_ICASSP06.pdf22 Nov 2006: Jin, M. Noamany, andT. Shultz, “The ISL RT-04 Mandarin Broadcast News evaluationsystem,” inProc. ... F. Gales, D. Mrva,K. C. Sim, and P. C. Woodland, “Development of the CU-HTK2004 Broadcast News transcription systems,” inProc. -
Precision Matrix Modelling for LVCSR K.C. Sim & M.J.F. ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/sim_sttmay04.pdf27 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 -
Who Really Spoke When? Finding Speaker Turns and Identities in…
mi.eng.cam.ac.uk/reports/full_html/tranter_icassp06.html/9 Dec 2006: Who Really Spoke When? Finding Speaker Turns and Identities in Broadcast News Audio. ... Development of the CU-HTK 2004 Broadcast News Transcription Systems,. -
IEEE TRANS. ON SAP, VOL. ?, NO. ??, ????? ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/kai_ASP07.pdf10 Oct 2007: F. Gales. Abstract— Large vocabulary speech recognition systems areoften built using found data, such as broadcast news. ... I. INTRODUCTION. A DAPTIVE training [1], [2] has become increasinglypopular as greater use has been made of found data, suchas -
Mark John Francis Gales Thesis, Book Chapters and Magazines ...
mi.eng.cam.ac.uk/~mjfg/publications_list.pdf11 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. -
IEEE Proo f IEEE TRANSACTIONS ON AUDIO, SPEECH, AND ...
mi.eng.cam.ac.uk/~mjfg/kai_ASP06.pdf4 Apr 2007: These multiple-cluster systems were foundto outperform both standard and adaptively trained systems. ... I. INTRODUCTION. ADAPTIVE training is a widely used technique to buildspeech recognition systems on nonhomogeneous data.This type of data occurs in -
Recent Developments at Cambridgein Broadcast News Transcription D.Y.…
mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_rt04.pdf15 Feb 2005: Recent Developments at Cambridgein Broadcast News Transcription. D.Y. Kim, H.Y. Chan, G. ... Presentation Overview. • RT03 Broadcast News System Review• Training & Test Data• Improved Acoustic Model Building. – -
TOWARDS IMPROVED LANGUAGE MODEL EVALUATION MEASURES Philip Clarkson…
mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/clarkson_eurospeech99.pdf9 Aug 2005: Such techniques are currently used in many state-of-the-art systems for the transcription for broadcast news. ... In the1998 broadcast news systems from both LIMSI [8] and Cam-bridge University’s HTK group [12], individual language mod-els are -
tech.dvi
mi.eng.cam.ac.uk/~mjfg/liao_tr552.pdf21 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. -
Advances in Structural Metadata for RT-04 atCUED M. Tomalin ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/tomalin_rt04.pdf15 Feb 2005: 1Evermann et al., ‘Development of the 2004 CU-HTK English CTS systems’, Proc. ... Fall 2004 RT-04 Workshop. 2Kim et al., ‘Recent Developments at Cambridge in Broadcast News Transcription’, Proc. -
IEEE TRANS. ON SAP, VOL. ?, NO. ??, ????? ...
mi.eng.cam.ac.uk/~mjfg/kai_ASP07.pdf23 Apr 2007: F. Gales. Abstract— Large vocabulary speech recognition systems areoften built using found data, such as broadcast news. ... I. INTRODUCTION. A DAPTIVE training [1], [2] has become increasinglypopular as greater use has been made of found data, suchas -
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. • ... Mandarin Broadcast News System Description• Mandarin specific features (full description in[42] - see ICASSP poster -
CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT GENERALISEDLINEAR GAUSSIAN …
mi.eng.cam.ac.uk/reports/svr-ftp/rosti_tr420.pdf26 Jan 2004: systems. The observation process can be represented as a factoranalysis model or a linear discriminant analysis model. ... For example HMM based large vocabulary speech recognition systems havedominated the standard evaluation tasks such as Broadcast -
An Investigation into the Interactions betweenSpeaker Diarisation…
mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr464.pdf9 Oct 2003: 38. 7 Conclusions 42. 8 Acknowledgements 43. A Data 43A.1 Broadcast News Data. ... telephone speech (CTS) and both CUED and MIT-LL for broadcast news (BN). -
sig-004.dvi
mi.eng.cam.ac.uk/~sjy/papers/gayo07.pdf20 Feb 2018: The reviewconcludes with a case study of LVCSR for Broadcast News andConversation transcription in order to illustrate the techniquesdescribed. ... Much of this development was driven by a series of DARPAand NSA programmes [188] which set ever more -
Speaker Diarisation for Broadcast News
mi.eng.cam.ac.uk/reports/full_html/tranter_odyssey04.html/14 Jun 2004: This paper describes systems developed at CUED and MIT-LL to perform automatic segmentation, clustering and labelling of speakers (and in some cases commercial breaks) in broadcast news data. ... P. Zhan, S. Wegmann, and L. Gillick. Dragon Systems' 1998 -
Generation and Combination ofComplementary Systems for Automatic…
mi.eng.cam.ac.uk/~mjfg/thesis_cb404.pdf9 Jul 2008: Hence, both require accurate word error detection. Experimental results on a broadcast news LVCSR task for three languages show that gainscan be achieved by building multiple complementary systems with the directed ... 13110.2.6 MBRL on Broadcast News -
sig-004.dvi
mi.eng.cam.ac.uk/~mjfg/mjfg_NOW.pdf19 Mar 2008: The reviewconcludes with a case study of LVCSR for Broadcast News andConversation transcription in order to illustrate the techniquesdescribed. ... Much of this development was driven by a series of DARPAand NSA programmes [188] which set ever more -
WHO REALLY SPOKE WHEN?FINDING SPEAKER TURNS AND IDENTITIES IN ...
mi.eng.cam.ac.uk/reports/full_html/tranter_icassp06.html/paper.pdf9 Dec 2006: WHO REALLY SPOKE WHEN?FINDING SPEAKER TURNS AND IDENTITIES IN BROADCAST NEWS AUDIO. ... F. Gales, D. Mrva,K. C. Sim, and P. C. Woodland, “Development of the CU-HTK2004 Broadcast News Transcription Systems,” in Proc.
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