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  2. Abstract for woodland_icassp97

    mi.eng.cam.ac.uk/reports/abstracts/woodland_icassp97.html
    27 Jul 2020: Abstract for woodland_icassp97. Proceedings ICASSP'97. BROADCAST NEWS TRANSCRIPTION USING HTK. P.C. ... speech tasks to handle broadcast news transcription.
  3. Abstract for johnson_tr330

    mi.eng.cam.ac.uk/reports/abstracts/johnson_tr330.html
    27 Jul 2020: An illustration of a found-speech task is maintaining an archive of audio, for example, transmitted broadcast news. ... Broadcast News transcription is also complicated by the presence of different audio conditions.
  4. 22 Nov 2006: THE CU-HTK MANDARIN BROADCAST NEWS TRANSCRIPTION SYSTEM. R. Sinha, M.J.F. Gales, D.Y. ... Jin, M. Noamany, andT. Shultz, “The ISL RT-04 Mandarin Broadcast News evaluationsystem,” inProc.
  5. Abstract for tranter_tr464

    mi.eng.cam.ac.uk/reports/abstracts/tranter_tr464.html
    27 Jul 2020: Many experiments are performed within the context of the 2003 RT-03s spring Rich Transcription evaluation, investigating the performance and interactions between both diarisation and STT systems in both the broadcast ... news (BN) and conversational
  6. The Cambridge University Multimedia Document Retrieval Demo System

    mi.eng.cam.ac.uk/reports/full_html/tuerk_riao00demo.html/
    14 Aug 2000: The system gives a word error rate of 15.9% on the 1998 Hub4 broadcast news evaluation data. ... Odell, J. J., Woodland, P. C., and Hain, T. (1999). The CUHTK-Entropic 10xRT Broadcast News Transcription System.
  7. Abstract for johnson_trec8

    mi.eng.cam.ac.uk/reports/abstracts/johnson_trec8.html
    27 Jul 2020: The 500 hours of broadcast news audio was filtered using an automatic scheme for detecting commercials, and then transcribed using a 2-pass HTK speech recogniser which ran at 13 times
  8. Abstract for woodland_eurospeech99

    mi.eng.cam.ac.uk/reports/abstracts/woodland_eurospeech99.html
    27 Jul 2020: Abstract for woodland_eurospeech99. Proc. Eurospeech '99. IMPROVEMENTS IN ACCURACY AND SPEED IN THE HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. ... Tuerk and E.W.D. Whittaker. September 1999. This paper describes a number of recent improvements to the HTK
  9. Abstract for evermann_asru2003

    mi.eng.cam.ac.uk/reports/abstracts/evermann_asru2003.html
    27 Jul 2020: A general system structure for 10 times real-time systems is proposed and two specific systems that have been built for Broadcast News (BN) and Conversational Telephone Speech (CTS) recognition are
  10. THE 1998 HTK SYSTEM FOR TRANSCRIPTION OFCONVERSATIONAL TELEPHONE…

    mi.eng.cam.ac.uk/reports/svr-ftp/hain_icassp99.pdf
    27 Sep 2000: in the rangeof 30 to 50 %, which are almost twice as high as for other difficulttasks like Broadcast News Transcription [7]. ... Young S.J. (1998) The 1997HTK Broadcast News Transcription System.Proc. DARPABroadcast News Transcription and Understanding
  11. Speaker Clustering Using Direct Maximisation of the MLLR-Adapted…

    mi.eng.cam.ac.uk/reports/full_html/johnson_icslp98.html/
    8 Mar 2000: This paper presents two strategies for clustering broadcast news data segments (found by an automatic segmentation algorithm) for subsequent MLLR adaptation. ... M A Siegler, U Jain, B Raj & R M Stern. Automatic Segmentation, Classification and
  12. The Cambridge University Spoken Document Retrieval System

    mi.eng.cam.ac.uk/reports/full_html/johnson_icassp99.html/
    8 Mar 2000: its performance using automatic transcriptions of about 50 hours of broadcast news data. ... This system gave a word error rate of 16.2% in the 1997 DARPA Hub4 broadcast news evaluation.
  13. THE APPLICABILITY OF ADAPTIVE LANGUAGE MODELLING FORTHE BROADCAST

    mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/clarkson_icslp98.pdf
    9 Aug 2005: THE APPLICABILITY OF ADAPTIVE LANGUAGE MODELLING FORTHE BROADCAST NEWS TASK. Philip Clarkson Tony Robinson. ... on cache-based and mixture-based modelsand their use on the Broadcast News task.
  14. INVESTIGATION OF ACOUSTIC MODELING TECHNIQUES FOR LVCSR SYSTEMS X. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/liu_icassp2005.pdf
    19 May 2005: Experimental results are pre-sented on both broadcast news (BN) and conversational telephonespeech (CTS) transcription tasks. ... Development ofthe CU-HTK 2004 Broadcast News Transcription System,Summited to ICASSP’05. [10] K.
  15. Online publications for Dr Tony Robinson

    mi.eng.cam.ac.uk/reports/people/ajr.html
    27 Jul 2020: Contact:Title THE APPLICABILITY OF LANGUAGE MODEL ADAPTATION FOR THE BROADCAST NEWS TASK. ... Contact:Title REAL-TIME RECOGNITION OF BROADCAST RADIO SPEECH. Abstract: cook_icassp96.
  16. 29 Apr 2024: References. [1] Control-DAG: Constrained decoding for non-autoregressive directed acyclic T5 using weighted finite state automata, Jinghong Chen, Weizhe Lin, Jingbiao Mei, and Bill Byrne, 2024. To appear at NAACL’24. The Directed Acyclic
  17. Mark Gales - Publications

    mi.eng.cam.ac.uk/~mjfg/publications.v1.html
    20 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.
  18. RECENT ADVANCES IN BROADCAST NEWS TRANSCRIPTION D.Y. Kim, G. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/kim_asru2003.pdf
    25 Sep 2003: 12, pp. 75-98. [5] D. Graff (2002). “An Overview of Broadcast News Corpora.”Speech Communication, Vol.37, pp. ... Broadcast News Data. Acoustic training data. Development data. Text corpora. Acoustic model building.
  19. The Cambridge University Multimedia Document Retrieval Demo System

    mi.eng.cam.ac.uk/reports/full_html/tuerk_sigir00demo.html/
    14 Aug 2000: This system gives a word error rate of 15.9% on the 1998 Hub4 broadcast news evaluation data. ... J. J. Odell, P. C. Woodland, and T. Hain. The CUHTK-Entropic 10xRT Broadcast News Transcription System.
  20. General Query Expansion Techniques for Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/jourlin_esca99.html/
    2 Mar 2000: The transcription of spoken documents was done using part of our HTK broadcast news transcription system [8]. ... J. Young. Segment Generation and Clustering in the HTK Broadcast News Transcription System [in Proc.
  21. Abstract for cook_icassp96

    mi.eng.cam.ac.uk/reports/abstracts/cook_icassp96.html
    27 Jul 2020: Abstract for cook_icassp96. Proc. ICASSP '96. REAL-TIME RECOGNITION OF BROADCAST RADIO SPEECH. ... Recognition results and latency figures are presented for speech collected from broadcast news segments on BBC Radio 4.
  22. Online publications for Dr Srinivasan Umesh

    mi.eng.cam.ac.uk/reports/people/su216.html
    27 Jul 2020: Title USING VTLN FOR BROADCAST NEWS TRANSCRIPTION. Abstract: kim_icslp04.
  23. Abstract for johnson_trec7

    mi.eng.cam.ac.uk/reports/abstracts/johnson_trec7.html
    27 Jul 2020: The broadcast news audio was transcribed using a 2-pass gender-dependent HTK speech recogniser which ran at 50 times real time and gave an overall word error rate of
  24. ADAPTATION OF PRECISION MATRIX MODELS ON LARGE VOCABULARYCONTINUOUS…

    mi.eng.cam.ac.uk/reports/svr-ftp/sim_icassp2005.pdf
    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:
  25. Unsupervised Language Model Adaptation for Mandarin…

    mi.eng.cam.ac.uk/reports/svr-ftp/mrva_icslp06.pdf
    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].
  26. Abstract for jourlin_sigir99

    mi.eng.cam.ac.uk/reports/abstracts/jourlin_sigir99.html
    27 Jul 2020: Sparck Jones & P.C. Woodland. August 1999. This paper presents the results from adding several forms of query expansion to our retrieval system running on several sets of transcriptions of broadcast ... news from the 1997 TREC-7 spoken document retrieval
  27. Abstract for johnson_icslp98

    mi.eng.cam.ac.uk/reports/abstracts/johnson_icslp98.html
    27 Jul 2020: S.E. Johnson and P.C. Woodland. December 1998. In this paper speaker clustering schemes are investigated in the context of improving unsupervised adaptation for broadcast news transcription.
  28. 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].
  29. Abstract for johnson_mthesis

    mi.eng.cam.ac.uk/reports/abstracts/johnson_mthesis.html
    27 Jul 2020: A full-scale implementation is then described and tested on data from the 1996 Broadcast News database.
  30. WHO REALLY SPOKE WHEN?FINDING SPEAKER TURNS AND IDENTITIES IN ...

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_icassp06.pdf
    9 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.
  31. Abstract for evermann_icassp00

    mi.eng.cam.ac.uk/reports/abstracts/evermann_icassp00.html
    27 Jul 2020: The effectiveness of these techniques is demonstrated on the broadcast news and the conversational telephone speech corpora where improvements both in terms of word error rate and normalised cross entropy were
  32. Abstract for tuerk_sigir00demo

    mi.eng.cam.ac.uk/reports/abstracts/tuerk_sigir00demo.html
    27 Jul 2020: The system downloads the audio track of British and American news broadcasts from the Internet once a day and adds them to its archive. ... The audio, which comes in RealAudio format, is first converted into standard uncompressed format from which a
  33. 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: Progress in Broadcast News English Transcription. D.Y. Kim, M.J.F. Gales, H.Y.Chan, P.C.
  34. A PLSA-based Language Model for Conversational Telephone Speech David …

    mi.eng.cam.ac.uk/reports/svr-ftp/mrva_icslp04.pdf
    10 Jan 2005: This baseline was trained onCTS and broadcast news transcripts (500M words al-together). ... The class-based model had 350 classes trained on CTS transcripts.The broadcast news data included transcripts made bya company called PSM, transcripts released
  35. A Method for Direct Audio Search with Applications to Indexing and…

    mi.eng.cam.ac.uk/reports/full_html/johnson_icassp00.html/
    16 Jun 2000: The initial evaluation of the direct audio search procedure was carried out in the context of trying to automatically detect the endpoint of a broadcast news episode. ... P.C. Woodland, M.J.F. Gales, D. Pye & S.J. Young. The Development of the 1996
  36. Kate Knill ALTA Institute, Cambridge University Engineering…

    mi.eng.cam.ac.uk/~kmk/presentations/Knill_ISCSLP_Keynote_2022.pdf
    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. •
  37. Improving Retrieval on Imperfect Speech Transcriptions

    mi.eng.cam.ac.uk/reports/full_html/jourlin_sigir99.html/
    8 Mar 2000: This paper presents the results from adding several forms of query expansion to our retrieval system running on several sets of transcriptions of broadcast news from the 1997 TREC-7 spoken ... A parallel corpus of 18628 documents from manually
  38. Abstract for tuerk_thesis

    mi.eng.cam.ac.uk/reports/abstracts/tuerk_thesis.html
    27 Jul 2020: The performance of the SBME-HMM's for different combinations of initialisation, model topology and indicating features is evaluated on the 1997 Broadcast News task which contains a substantial proportion of
  39. Abstract for johnson_eurospeech99

    mi.eng.cam.ac.uk/reports/abstracts/johnson_eurospeech99.html
    27 Jul 2020: For the task of identifying potentially unknown anchor speakers within broadcast news shows, the frame classification error rate is very important.
  40. Spoken Document Retrieval for TREC-7 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec7.html/
    30 Mar 2000: Table 2: Description of query and relevance sets used. 2. The HTK Broadcast News Transcription System. ... This system gave a word error rate of 16.2% in the 1997 DARPA Hub4 broadcast news evaluation.
  41. Spoken Document Retrieval for TREC-8 at Cambridge University

    mi.eng.cam.ac.uk/reports/full_html/johnson_trec8.html/
    30 Mar 2000: COMM-2. run) were labelled as non-story in the reference. 3. The TREC-8 HTK Broadcast News Transcription System. ... 1996 to Jan. 1998 (from the Primary Source Media Broadcast News collection) and Jan.
  42. Who Spoke When? - Automatic Segmentation and Clustering for…

    mi.eng.cam.ac.uk/reports/full_html/johnson_eurospeech99.html/
    2 Mar 2000: For the task of identifying potentially unknown anchor speakers within broadcast news shows, the frame classification error rate is very important. ... The 1996 Hub-4 Broadcast News Transcription development data was used for all the experiments reported
  43. 22 Nov 2006: Gales et al.: PROGRESS IN THE CU-HTK BROADCAST NEWS TRANSCRIPTION SYSTEM 3. ... Gales et al.: PROGRESS IN THE CU-HTK BROADCAST NEWS TRANSCRIPTION SYSTEM 5.
  44. IMPLEMENTATION OF AUTOMATIC CAPITALISATIONGENERATION SYSTEMS FOR…

    mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/kim_icassp02.pdf
    9 Aug 2005: The correlation between pause lengthsand sentence boundary marks was studied for broadcast news datain [8]. ... 3.1. Results: S SR. The first automatic capitalisation system was implemented by smallmodifications to the HTK Broadcast News (BN)
  45. The Cambridge University March 2005 Speaker Diarisation System R. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/sinha_eurospeech05.pdf
    23 Jun 2005: 953–956. [5] J.-L. Gauvain, L. Lamel, and G. Adda, “Partitioning andTranscription of Broadcast News Data,” in Proc. ... A. Reynolds, “Speaker Diarisationfor Broadcast News,” in Proc. Odyssey Speaker and Lan-guage Recognition Workshop, June 2004,
  46. 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].
  47. Class-based language model adaptation using mixtures of word-class…

    mi.eng.cam.ac.uk/reports/full_html/moore_icslp00.html/
    2 Nov 2000: A mixture of broadcast news and newswire text was used as training data for the topic model, with 144 million words of Broadcast News text and 25 million words of Los ... Whittaker and S.J. Young, The 1997 HTK Broadcast News Transcription System''; DARPA
  48. 3 Nov 2023: References. [1] An inner table retriever for robust table question answering. Weizhe Lin, Rexhina Blloshmi, Bill Byrne, Adria de Gispert, and Gonzalo Iglesias. In Proceedings of the 61st Annual Meeting of the Association for Computational
  49. Online publications for Gunnar Evermann

    mi.eng.cam.ac.uk/reports/people/ge204.html
    27 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.
  50. Effects of Out of Vocabulary Words in Spoken Document Retrieval

    mi.eng.cam.ac.uk/reports/full_html/woodland_sigir00.html/
    14 Aug 2000: The TREC-8 audio contains 500 hours of US broadcast news data that was recorded between February and June 1998. ... Transcription used a simplified version of the HTK broadcast news system which corresponds to the first-pass'' recognition system
  51. Two-way Cluster Voting to Improve Speaker Diarisation Performance

    mi.eng.cam.ac.uk/reports/full_html/tranter_icassp05.html/
    31 Mar 2005: The ELISA Consortium Approaches in Broadcast News Evaluation,''. in Proc. ICASSP, Montreal, May 2004, vol. ... S. E. Tranter and D. A. Reynolds,. ''Speaker Diarisation for Broadcast News,'' [in Proc.

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