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  2. 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.
  3. 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 ]
  4. Speaker Diarisation for Broadcast News

    mi.eng.cam.ac.uk/reports/full_html/tranter_odyssey04.html/
    14 Jun 2004: task of identifying 'who spoke when' in broadcast news audio is particularly interesting and challenging. ... Tranter, L. Wang, and P. C. Woodland. Recent Advances in Broadcast News Transcription, [in Proc.
  5. 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.
  6. Progress in Broadcast News English Transcription D.Y. Kim, M.J.F. ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_sttmay04.pdf
    25 May 2004: MPE training with a dynamic MMI prior. • New baseline development system (bnacTDT4)– 10x framework performance. • ... A new model set, λk1, is then trained using. single pass retraining and standard Baum-Welch estimation.
  7. Generating and Evaluating Segmentations for Automatic Speech…

    mi.eng.cam.ac.uk/reports/full_html/tranter_icassp04.html/
    13 Jul 2004: so new segmentations can be tested without the need for computationally expensive decoding runs.
  8. IMPROVING BROADCAST NEWS TRANSCRIPTION BY LIGHTLY…

    mi.eng.cam.ac.uk/reports/svr-ftp/chan_icassp2004.pdf
    27 May 2004: IMPROVING BROADCAST NEWS TRANSCRIPTION BY LIGHTLY SUPERVISEDDISCRIMINATIVE TRAINING. H.Y. Chan & P.C. ... broadcast news data (TDT4 corpus) that were carefully chosen byclosed-caption filtering [3] [7].
  9. Precision Matrix Modelling for LVCSR K.C. Sim & M.J.F. ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/sim_sttmay04.pdf
    27 May 2004: Broadcast News – English (BN):– Training dataset: bnac (144hr)– Test dataset: dev03 (3hr) & eval03 (3hr). • ... SPAM for CTS;– HLDASPAM for Broadcast News. • Candidate system combination branch for BN and CTS;. •
  10. 23 Dec 2004: The new LM gave 1.1%absolute reduction in CER on the dev04 test set. ... The new language models were then used with the evaluationframework of section 6.
  11. Metadata at CUED: Progress, Plans, and Issues Marcus Tomalin, ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/tomalin_earsfeb04.pdf
    22 Mar 2004: will be evaluated in more detail when new. RT-04 diarisation dev data becomes available. • ... Tools:– What are the schedules for providing/debugging the new scoring tools for diarisation/SA-.
  12. ADAPTIVE TRAINING USING STRUCTURED TRANSFORMS

    mi.eng.cam.ac.uk/reports/svr-ftp/kai_icassp04st.pdf
    27 May 2004: INTRODUCTION. The majority of state-of-the-art speech recognition systems aretrained on found data, for example broadcast news and telephoneconversations. ... This is consistent with the gains that were obtainedon the Broadcast News task [11].
  13. Diarisation Research at CUED Sue Tranter and Srinivasan Umesh ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/tranter_mdetechmay04.pdf
    29 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.
  14. DEVELOPMENT OF THE 2003 CU-HTK CONVERSATIONAL TELEPHONE…

    mi.eng.cam.ac.uk/reports/svr-ftp/evermann_icassp2004.pdf
    27 May 2004: The large rescoring lattices produced in the first stage are thenrescored with the adapted triphones and new lattices are gener-ated on output. ... Niesler, A.Tuerk, E.W.D. Whittaker and S.J. Young, “The 1997 HTKBroadcast News Transcription System”
  15. EARS STT Overview Phil Woodland February 4th 2004 Cambridge ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/woodland_board_earsfeb04.pdf
    23 Mar 2004: New data sources becoming available for RT04. • Finding out how to make most effective use of new data. • ... Also investigating many new algorithms. • Collaboration is working very well across teams: workshops, data sharing etc. •
  16. FACTOR ANALYSED HIDDEN MARKOV MODELS A-V.I. Rosti and M.J.F. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/rosti_icassp2002.pdf
    26 Jan 2004: The new observation matrix has to be estimated row by row asin SFA [3]. ... The lth row vector ĉl of the new observation matrix, Ĉj ,can be written as.
  17. Experiments with Fisher Data Gunnar Evermann, Bin Jia, Kai ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/evermann_sttmay04.pdf
    25 May 2004: Select manageable subset as baseline for investigation of new techniques400h, balanced for gender, line conditions, topics. • ... WER on eval03 and dev04, unadapted, 2003 trigram. • New Fisher 400h set gives very similar performance to old 520h one.
  18. ICASSP04-v3.dvi

    mi.eng.cam.ac.uk/reports/svr-ftp/wang_icassp2004.pdf
    25 May 2004: NorthAmerican Business News Spoke 3 task.
  19. Cambridge STT Overview P.C. Woodland, H.Y. Chan, G. Evermann, ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/woodland_earsfeb04.pdf
    23 Mar 2004: Woodland et al.: Cambridge STT Overview. Outline. • Broadcast News. • Lightly supervised discriminative training. • ... Broadcast News: Segmentation and Clustering. • Running our evaluation system on different segmentations and clusters. •
  20. ADAPTIVE TRAINING USING STRUCTURED TRANSFORMS K. Yu and M.J.F. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/yu_icassp2004.pdf
    18 Jun 2004: The majority of state-of-the-art speech recognition systems aretrained onfounddata, for example broadcast news and telephoneconversations. ... This is consistent with the gains that were obtainedon the Broadcast News task [11].
  21. paper.dvi

    mi.eng.cam.ac.uk/reports/svr-ftp/cipolla_bmvc04.pdf
    28 Jul 2004: 14] Z. Zhang. A flexible new technique for camera calibration. IEEE Transactions on Pattern Analysis and Machine Intelli-gence, 22(11):1330–1334, 2000.
  22. Reconstruction of Surfaces of Revolutionfrom Single Uncalibrated…

    mi.eng.cam.ac.uk/reports/svr-ftp/kykwong_ivc04.pdf
    4 Mar 2004: R. Hanson, E. M. Riseman (Eds.), Computer Vision Systems, AcademicPress, New York, 1978, pp. ... Conf. Computer Vision and Pattern Recognition, New York, NY, 1993, pp.
  23. Reconstructing Relief Surfaces George Vogiatzis1 Philip Torr2 Steven…

    mi.eng.cam.ac.uk/reports/svr-ftp/vogiatzis_bmvc2004.pdf
    21 Sep 2004: We chose to implement the max-product rule accordingto which, after all messages have been exchanged, the new message sent fromk to l is.
  24. RF and amplitude-basedprobe pressure correction for 3D ultrasound…

    mi.eng.cam.ac.uk/reports/svr-ftp/treece_tr491.pdf
    24 Aug 2004: by adding a certain percentage of the new image to that already shown. ... d) is after new amplitude-based correction, and (e) after RF-based correction.
  25. Speaker Diarisation for Broadcast News S. E. Tranter† and ...

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_odyssey04.pdf
    25 Mar 2004: WNT), MSNBC News with Brian Williams(MNB NBW) and CNN Headline News (CNNHDL). ... 2. Merge closest clusters. 3. Update distances of remaining clusters to new cluster.
  26. 2003ismar.dvi

    mi.eng.cam.ac.uk/reports/svr-ftp/klein03ismar.pdf
    11 Feb 2004: Thalmann, editor,ACM Symposium on Virtual Reality Software and Technol-ogy, New York, NY, 1997. ... Technical ReportTR-92-11, 1992. [17] E. Marchand and F. Chaumette. A new formulation for non-linear camera calibration using virtual visual servoing.
  27. Advances in Structural Metadata at CUED Marcus Tomalin and ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/tomalin_mdetechmay04.pdf
    29 Apr 2004: CUED MDE Issues. The following issues need to be considered:. • When will the development data for diarisation be released (for both the eval03data set and the ‘new’ dev04 data set)? •
  28. CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT FACTOR ANALYSED HIDDEN…

    mi.eng.cam.ac.uk/reports/svr-ftp/rosti_tr453.pdf
    26 Jan 2004: The lth row vector ĉjl of the new observation matrix can be written as. ... With very large model sets the new estimates for the state space variances.
  29. 23 Dec 2004: This canonical model should be more compact and amenable to being transformed toa new speaker, or acoustic condition, than standard speaker independent (SI) systems. ... 50000 most frequent words occurring in 204 million words (MW)of Broadcast News (BN)
  30. Factor analysed hidden Markov models for speech recognition A-V.I. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/rosti_csl04.pdf
    22 May 2004: The cross terms including the new state space mean vectors and thefirst-order accumulates have been simplified in Equation (14). ... The lth row vector ĉjl of the new observation matrix can bewritten as.
  31. Ultrasound attenuation measurementin the presence of scatterer…

    mi.eng.cam.ac.uk/reports/svr-ftp/treece_tr502.pdf
    26 Nov 2004: In Section 3 we will outline a new technique for copingwith the statistical variations in spectral estimates of attenuation. ... Pesavento, A., Lorenz, A., Siebers, S., Emmert, H., 2000. New real-time strain imaging conceptsusing diagnostic ultrasound.
  32. 3D ULTRASOUND PROBECALIBRATION WITHOUT A POSITION SENSOR A. H. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/gee_tr488.pdf
    4 Sep 2004: The results for the new phantom are in the bottom two blocks of Table 3. ... Unusually, for this new technique we are able to assess the accuracy of the calibration processalone.
  33. paper.dvi

    mi.eng.cam.ac.uk/reports/svr-ftp/liu_icassp2004.pdf
    29 May 2004: When varying the number of Gaussian components ina state it is impractical to obtain new statistics for each number ofcomponents, even if the state alignments are fixed.
  34. CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT SWITCHINGLINEAR DYNAMICAL…

    mi.eng.cam.ac.uk/reports/svr-ftp/rosti_tr461.pdf
    29 Jan 2004: In both models,the new discrete state, qt1, is conditionally independent on the history of the discrete statesgiven the state at time t. ... 16. 5 Conclusions. This paper has introduced a new method to train and evaluate switching linear dynamical
  35. Cluster Voting for Speaker Diarisation S.E.…

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr476.pdf
    13 May 2004: Experiments presented using two inputsconfirm that the diarisation error rate can be reduced using this new method. ... 32.2 The Broadcast News Data for Diarisation. 32.3 Diarisation Scoring. 4.
  36. GENERATING AND EVALUATING SEGMENTATIONS FOR AUTOMATIC…

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_icassp04.pdf
    25 May 2004: This suggeststhat predicting the WER on the eval02 superset of data using justthe dry03 subset, can be done with as much confidence using thediarisation score as the WER, so new segmentations
  37. 26 Jan 2004: However it requires some manipulation to obtain the. new parameters using convenient matrix operations. ... The new model parameters can be obtainedby the following two re-estimation formulae.
  38. RAO-BLACKWELLISED GIBBS SAMPLING FOR SWITCHING LINEAR…

    mi.eng.cam.ac.uk/reports/svr-ftp/rosti_icassp2004.pdf
    22 May 2004: Further results and analysis are presented in [6]. 5. CONCLUSIONS. This paper has introduced a new method to train and evaluateswitching linear dynamical systems. ... The new scheme is based onMCMC simulation of the discrete state space and takes
  39. Linear Gaussian Models for Speech Recognition

    mi.eng.cam.ac.uk/reports/svr-ftp/rosti_thesis.pdf
    8 Oct 2004: Using this approximation,. a new acoustic model called the factor analysed HMM (FAHMM) is presented. ... that it can be divided into short frames, often 10ms. In each frame period a new observation vec-.
  40. Sparse Finite Elements for Geodesic Contours with Level-Sets? Martin…

    mi.eng.cam.ac.uk/reports/svr-ftp/weber_eccv2004.pdf
    18 Jun 2004: 2 Efficient representation with ‘banded’ finite elements. The new numerical representation u consists of a global and a local component:. – ... 6 Conclusions and future work. We have proposed a new level-set scheme and algorithm for automatically

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