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The Cambridge University Multimedia Document RetrievalDemo System…
mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_sigir00demo.pdf3 May 2000: C. Woodland, and T. Hain. The CUHTK-Entropic 10xRT Broadcast News Transcription System. ... InProc. DARPA Broadcast News Workshop, pages 271–275,Herndon, VA, 1999. [3] A. -
WHO SPOKE WHEN? - AUTOMATIC SEGMENTATION ANDCLUSTERING FOR…
mi.eng.cam.ac.uk/reports/svr-ftp/johnson_eurospeech99.pdf10 Apr 2000: The 1996 Hub-4 Broadcast News Transcription develop-ment data was used for all the experiments reported inthis paper. ... Segment Generating and Clustering in theHTK Broadcast News Transcription System. Proc.1998 DARPA Broadcast News Transcription and -
main.dvi
mi.eng.cam.ac.uk/~sjy/papers/youn0720 Feb 2018: constant. Forexample, in broadcast news transcription this will bea speaker segment and in telephone transcription itwill be a whole side of a conversation. ... Itis less effective for other applications such as broad-cast news transcription where -
GENERAL QUERY EXPANSION TECHNIQUESFOR SPOKEN DOCUMENT RETRIEVAL…
mi.eng.cam.ac.uk/reports/svr-ftp/jourlin_esca99.pdf10 Apr 2000: 4.2. Transcription System. The transcription of spoken documents was done usingpart of our HTK broadcast news transcription system[8]. ... J.Young, “The 1997 HTK broadcast news tran-scription system,” inProc DARPA BroadcastNews Transcription and -
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. -
Reducing Word Error Rates of Found Speech -XPERT Tool ...
mi.eng.cam.ac.uk/reports/svr-ftp/johnson_tr330.pdf10 Apr 2000: Broadcast News transcription is also complicated by the presence of different audio conditions. ... Manual Transcription Recogniser Transcription. COMPARE:. THIS IS THE NINECLOAK NEWS FROM. -
Combining Tandem and Hybrid Systems for Improved Speech…
mi.eng.cam.ac.uk/~mjfg/interspeech14-rath.pdf23 Jun 2014: of DARPABroadcast news transcription and understanding work-shop, 1998. [30] L. Lamel and J.-L. ... E. Tranter, “Progress in the CU-HTK broadcast news transcription system,” IEEE TranASLP, vol. -
Acoustic Modelling for Speech Recognition:Hidden Markov Models and…
mi.eng.cam.ac.uk/~mjfg/ASRU_talk09.pdf5 Jan 2010: CU-HTK Multi-Pass/Combination Framework. P1: Initial Transcription. Adapt. P3x. Lattices. Adapt. P3a. ... Sinha, and S.E. Tranter, “Progress in the CU-HTK Broadcast News. transcription system,” IEEE Transactions Audio, Speech and Language Processing, -
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. ... This corresponds to adverts in broadcast news shows, or speaker-attributable vocal noises suchas cough, breath, lipsmack, sneeze and laughter. -
JOURNAL OF IEEE TRANS. ACOUST., SPEECH, SIGNAL PROCESSING, JULY ...
mi.eng.cam.ac.uk/~mjfg/sim_SAP06.pdf22 Nov 2006: 1.1% and 0.2%absolute WER reductions were obtained on conversationaltelephone speech (CTS) and broadcast news (BN) tasks re-spectively over the unadapted HLDA model used in the 2003Rich Transcription ... C. Woodland, “Recent advances in broadcast news -
Abstract for liu_icassp2005
mi.eng.cam.ac.uk/reports/abstracts/liu_icassp2005.html27 Jul 2020: Experimental results are presented on both broadcast news (BN) and conversational telephone speech (CTS) transcription tasks. | -
DEVELOPMENT OF A PHONETIC SYSTEM FOR LARGE VOCABULARY ARABICSPEECH ...
mi.eng.cam.ac.uk/~mjfg/gales-asru07.pdf11 Jan 2008: In recent years there has been interest in transcribing Arabic Broad-cast news [1, 2]. ... Makhoul,“Recent progress in Arabic broadcast news transcription atBBN,” in Proc. InterSpeech, 2005. -
Class-based language model adaptation using mixtures ofword-class…
mi.eng.cam.ac.uk/reports/svr-ftp/moore_icslp00.pdf2 Nov 2000: 1This set was chosen because of the existence of a single accuratereference transcription. ... Whittaker and S.J. Young, “The 1997 HTKBroadcast News Transcription System”; DARPA BroadcastNews 1998 Transcription and Understanding Workshop. -
Diarisation Research at CUED Sue Tranter and Srinivasan Umesh ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/tranter_mdetechmay04.pdf29 Apr 2004: Reference: The LIMSI Broadcast News transcription systemJean-Luc Gauvain, Lori Lamel and Gilles AddaSpeech Communication, Volume 37, Issues 1-2, May 2002, Pages 89-108. -
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. -
CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT Automatic Transcription…
mi.eng.cam.ac.uk/~mjfg/hain_tr465.pdf23 Dec 2004: CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT. Automatic Transcription ofConversational Telephone Speech. Development of the CU-HTK 2002 System. ... 6 Language Modelling and Word Lists. In most speech transcription tasks such as for example dictation or -
An Investigation into the Interactions betweenSpeaker Diarisation…
mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr464.pdf9 Oct 2003: telephone speech (CTS) and both CUED and MIT-LL for broadcast news (BN). ... 2 Diarisation 10. Data Set Scheme Broadcaster Audio Adverts ’News’Removed Removed Removed. -
unsup.eps
mi.eng.cam.ac.uk/~mjfg/interspeech14-ragni.pdf23 Jun 2014: E. Tranter, “Progress in the CU-HTK broadcastnews transcription system,”IEEE Tran ASLP, vol. ... C. Woodland, “Unsupervised train-ing for Mandarin broadcast news and conversation transcription,”in ICASSP, vol. -
LARGE VOCABULARY DECODING AND CONFIDENCE ESTIMATIONUSING WORD…
mi.eng.cam.ac.uk/reports/svr-ftp/evermann_icassp00.pdf5 May 2000: Johnson, T.R. Niesler,A. Tuerk, E.W.D. Whittaker, and S.J. Young. The1997 HTK Broadcast News Transcription System. ... InProc. DARPA BN Transcription Workshop, 1998. 4. Introduction. Estimating Word Level Posterior Probabilities. -
DEVELOPMENT OF THE CUHTK 2004 RT04F MANDARIN CONVERSATIONALTELEPHONE…
mi.eng.cam.ac.uk/~mjfg/rt04f_mandarin.pdf23 Dec 2004: This paper has described the development of the CUHTK 2004Mandarin conversational speech transcription system. ... Tranter,S.and Wang, and P.C. Woodland, “Recent advances in broad-cast news transcription,” inASRU, 2004. -
Model-Based Approaches to Speaker andEnvironment Adaptation Mark…
mi.eng.cam.ac.uk/~mjfg/mjfg_china09.pdf28 Apr 2009: transcription, CTS transcription. In addition for batch adaptation the adaptation data may be. – ... Perform adaptive training with VTS and JUD– Joint Adaptive Training examined on Broadcast News transcription [43]– interested in applying -
paper.2col.dvi
mi.eng.cam.ac.uk/~mjfg/kai_ASP09.pdf2 Mar 2009: However, inmany applications, such as broadcast news transcription orconversational telephone speech, there is no transcriptionavailable for the test data. ... Then lineartransforms are estimated given the audio and these automat-ically generated -
The 1998 HTK Broadcast News Transcription System: Development and…
mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/2 Mar 2000: This paper has described the development and performance of the 1998 HTK broadcast news transcription system. ... Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. 41-48, Lansdowne. -
Metadata Extraction at Cambridge University Sue Tranter, Marcus…
mi.eng.cam.ac.uk/research/projects/EARS/pubs/tranter_earsjan03.pdf8 Jul 2003: C.Woodland & S.J.YoungSegment Generation & Clustering in the HTK Broadcast News TranscriptionSystemProc. ... 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp.133-137 (Lansdowne, VA, Feb. -
MORPH-TO-WORD TRANSDUCTION FOR ACCURATE AND EFFICIENT AUTOMATICSPEECH …
mi.eng.cam.ac.uk/~mjfg/CUED-Ragni-Morph-To-Word.pdf22 Mar 2017: 3] K. Yu, M. J. F. Gales, and P. C. Woodland, “Unsupervisedtraining with directed manual transcription for recognizingMandarin broadcast audio,” in Interspeech, 2007. ... Makhoul,“Recent progress in arabic broadcast news transcription atBBN,” in -
Discriminative Models for Speech RecognitionM.J.F. Gales Cambridge…
mi.eng.cam.ac.uk/~mjfg/mjfg_ita_margin.pdf30 May 2007: I. INTRODUCTIONAutomatic speech recognition (ASR), also known as speech. to text transcription (STT), is an interesting statistical pro-cessing problem. ... Thishas allowed large vocabulary continuous speech recognition(LVCSR) tasks, such as Broadcast -
Generation and Combination ofComplementary Systems for Automatic…
mi.eng.cam.ac.uk/~mjfg/thesis_cb404.pdf9 Jul 2008: H hypothesised transcription (sequence of words). H(s) hypothesised transcription output from system s. ... 1. CHAPTER 1. INTRODUCTION 2. character error rate (CER) on broadcast news Mandarin [48], which is significantly worse thanthe performance of -
Advances in Structural Metadata for RT-04 atCUED M. Tomalin ...
mi.eng.cam.ac.uk/research/projects/EARS/pubs/tomalin_rt04.pdf15 Feb 2005: Fall 2004 RT-04 Workshop. 2Kim et al., ‘Recent Developments at Cambridge in Broadcast News Transcription’, Proc. -
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: In this work we consider US Broadcast News shows taken fromthe Hub-4 and Rich Transcription (RT) evaluation framework [2].Several methods can be employed to try to ascertain the true ... F. Gales, D. Mrva,K. C. Sim, and P. C. Woodland, “Development of -
CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT GENERALISEDLINEAR GAUSSIAN …
mi.eng.cam.ac.uk/reports/svr-ftp/rosti_tr420.pdf26 Jan 2004: For example HMM based large vocabulary speech recognition systems havedominated the standard evaluation tasks such as Broadcast News Transcription and Switchboard.The benefits of using HMMs include efficient training and recognition -
SPOKEN DOCUMENT RETRIEVAL FOR TREC-7 AT CAMBRIDGE UNIVERSITY S.E. ...
mi.eng.cam.ac.uk/reports/svr-ftp/johnson_trec7.pdf8 Mar 2000: TREC-7 1. 2. THE HTK BROADCAST NEWS TRANSCRIPTIONSYSTEM. The input data is presented to our HTK transcription system as com-plete episodes of broadcast news shows and these are first ... NEWS. Transcription. Waveform. Index File. -
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. ... eng.cam.ac.uk. Abstract:. This paper presents the recent development of the HTK broadcast news transcription system. -
THE APPLICABILITY OF ADAPTIVE LANGUAGE MODELLING FORTHE BROADCAST…
mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/clarkson_icslp98.pdf9 Aug 2005: THE APPLICABILITY OF ADAPTIVE LANGUAGE MODELLING FORTHE BROADCAST NEWS TASK. Philip Clarkson Tony Robinson. ... Seymore, andS.R. Waterhouse. Transcription of Broadcast Television andRadio News: The 1996 Abbot System. -
THE DEVELOPMENT OF THE CAMBRIDGE UNIVERSITY RT-04 DIARISATION SYSTEM…
mi.eng.cam.ac.uk/reports/full_html/tranter_rt04.html/paper.pdf10 Jan 2005: Lamel, and G. Adda, “The LIMSI Broad-cast News Transcription System,” Speech Communication,vol. ... C. Woodland, “Recent Advances in Broad-cast News Transcription,” in Proc. ASRU, December 2003,pp. -
Abstract for gales_rt04_modelling
mi.eng.cam.ac.uk/reports/abstracts/gales_rt04_modelling.html27 Jul 2020: Experimental results are presented on both broadcast news (BN) and conversational telephone speech (CTS) transcription tasks. | -
Uncertainty Decoding forNoise Robust Speech Recognition Hank Liao…
mi.eng.cam.ac.uk/~mjfg/thesis_hl251.pdf17 Sep 2008: 1208.2.4 Combined Systems. 122. 8.3 Summary. 124. 9 Experimental Results on Recorded Noisy Speech 1259.1 Broadcast News Transcription. ... 118. 9.1 Broadcast News transcription system architecture. 126. CHAPTER 1Introduction. Automatic speech recognition -
Audio Indexing and Retrieval of Complete Broadcast News Shows ...
mi.eng.cam.ac.uk/reports/svr-ftp/johnson_riao00.pdf10 Apr 2000: Audio Indexing and Retrieval of Complete Broadcast News Shows. S.E. Johnson†, P. ... Initially work done in Spoken Document Retrieval (SDR) focused on the automatic transcription ofAmerican broadcast news audio into manually pre-defined “stories”, -
Model-based Approaches to Robust SpeechRecognition in Diverse…
mi.eng.cam.ac.uk/~mjfg/thesis_yw293.pdf27 Oct 2015: Broadcast news transcription (BN) [33, 77] and conversational telephone speech (CTS) [88]. ... detect the beginning and the end of speech events; in a broadcast news transcription system,. -
PhD Thesis
mi.eng.cam.ac.uk/~mjfg/thesis_kcs23.pdf16 Nov 2007: Mandarin conversational telephone speech transcription task. Keywords: precision matrix modelling, speech recognition, large vocabulary continuous speech. ... News (BN) English transcription tasks are used. 2. Hidden Markov Model Speech Recognition. -
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. -
LARGE SCALE DISCRIMINATIVE TRAINING FORSPEECH RECOGNITION P.C.…
mi.eng.cam.ac.uk/reports/svr-ftp/woodland_asr00.pdf6 Nov 2000: Speech Transcription Workshop, College Park. [6] M.J.F. Gales & P.C. Woodland (1996). ... Whittaker(1999). The 1998 HTK System for Transcription of Con-versational Telephone Speech.Proc. -
PII: S0167-6393(99)00037-0
mi.eng.cam.ac.uk/reports/svr-ftp/nock_specom99.pdf31 Jul 2000: trees trained on phonetic and linguistic features, and was applied to the DARPA North American Business News read-. ... centralmidhigh, backlow, backmidlow, backmid. high, backhigh, notapplicable. Table 1. Phoneme-to-phone alignment for an ICSI -
thesis.dvi
mi.eng.cam.ac.uk/reports/svr-ftp/nock_thesis.pdf14 Jun 2006: time of writing include the tran-scription of real radio and television news broadcasts (eg. ... These types of problem are not yet solved: recently re-ported benchmark error rates are 12-15% for broadcast news transcription [66], 25-40%for -
Online publications for Prof. Phil Woodland
mi.eng.cam.ac.uk/reports/people/pcw.html27 Jul 2020: Contact:Title THE CUHTK-ENTROPIC 10XRT BROADCAST NEWS TRANSCRIPTION SYSTEM. Abstract: odell_darpa99. ... Contact:Title SEGMENT GENERATION AND CLUSTERING IN THE HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. -
The Cambridge University March 2005 Speaker Diarisation System R. ...
mi.eng.cam.ac.uk/reports/full_html/sinha_eurospeech05.html/paper.pdf22 Sep 2005: Fall 2004Rich Transcription Workshop (RT-04), November 2004. [3] J. G. Fiscus, J. ... C. Woodland, “Recent Advances inBroadcast News Transcription,” in Proc. ASRU, Decem-ber 2003, pp. -
Structured Deep Neural Networks for Speech Recognition
mi.eng.cam.ac.uk/~mjfg/thesis_cw564.pdf12 Jul 2018: 139. 7.9 Broadcast News: Recognition performance (WER %) of CE MBANNwith i-vector predictive model. ... AM Acoustic Model. ASR Automatic Speech Recognition. BN Broadcast News. CE Cross Entropy. -
Discriminative Complexity Control and Linear Projections for Large…
mi.eng.cam.ac.uk/~mjfg/thesis_xl207.pdf16 Nov 2007: limited bandwidth domains, such as broadcast news (BN) and conversational telephone speech. ... λ̂ = arg maxλ. {log p(O|W, λ)} (2.3). where W is the reference transcription. -
The State Based Mixture of Experts HMM with Applications ...
mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_thesis.pdf2 Feb 2002: topology and indicating features is evaluated on the 1997 Broadcast News task which contains. ... 7.2 Significance tests 90. 7.3 The 1997 Broadcast News task 91. -
Named Entity Recognition from Speechand Its Use in the ...
mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/kim_thesis.pdf9 Aug 2005: to perform shallow understanding of speech beyond simply its transcription. This requires a. ... for the 1998 NIST Hub-4 Information Extraction (Named Entity) Broadcast News Benchmark. -
maneval_hvd_new.eps
mi.eng.cam.ac.uk/~mjfg/thesis_xc257.pdf9 May 2017: 117. 7.4 Conclusion and Discussion. 118. 8 Experiments on Meeting Transcription 121. ... 124. 8.4 Microphone distance and WER results of manual transcription and ASR.
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