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  2. Abstract for mrva_icslp06

    mi.eng.cam.ac.uk/reports/abstracts/mrva_icslp06.html
    27 Jul 2020: Although, broadcast news and broadcast conversation tasks are related, this result shows their large mismatch. ... In addition, it was found that it is possible to do a reliable detection of broadcast news and broadcast conversation data with the N-gram
  3. MultiMedia Document Retrieval (1997-2000) - References

    mi.eng.cam.ac.uk/research/projects/Multimedia_Document_Retrieval/references.html
    23 Feb 2002: Audio Indexing and Retrieval of Complete Broadcast News Shows. Proc. RIAO 2000, Content-Based Multimedia Information Access, Vol. ... Proc. DARPA Broadcast News Workshop, pp271-276 (Herndon, Virginia, 1999). 11. P.C.
  4. Online publications for Sue Tranter

    mi.eng.cam.ac.uk/reports/people/sej28.html
    27 Jul 2020: Contact:Title AUDIO INDEXING AND RETRIEVAL OF COMPLETE BROADCAST NEWS SHOWS. Abstract: johnson_riao00. ... Contact:Title SEGMENT GENERATION AND CLUSTERING IN THE HTK BROADCAST NEWS TRANSCRIPTION SYSTEM.
  5. MultiMedia Document Retrieval (1997-2000) - Progress

    mi.eng.cam.ac.uk/research/projects/Multimedia_Document_Retrieval/progress.html
    7 Oct 2001: A new scheme was developed for finding speaker clusters in found speech such as broadcast news. ... We also took part in the November 1998 DARPA/NIST Hub4 evaluation of broadcast news transcription of US television and radio shows.
  6. Audio Indexing and Retrieval of Complete Broadcast News Shows

    mi.eng.cam.ac.uk/reports/full_html/johnson_riao00.html/
    19 Apr 2000: 1163-1177 (Paris,France, April 2000). Audio Indexing and Retrieval of Complete Broadcast News Shows. ... This paper describes a system for retrieving relevant portions of complete broadcast news shows starting with only the audio data.
  7. Kim et al.: 2003 CU-HTK BN-E Systems 2003 CU-HTK ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_rt03s.pdf
    24 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.
  8. Online publications for Prof. Phil Woodland

    mi.eng.cam.ac.uk/reports/people/pcw.html
    27 Jul 2020: Contact:Title THE CUHTK-ENTROPIC 10XRT BROADCAST NEWS TRANSCRIPTION SYSTEM. Abstract: odell_darpa99. ... Contact:Title AUDIO INDEXING AND RETRIEVAL OF COMPLETE BROADCAST NEWS SHOWS. Abstract: johnson_riao00.
  9. 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. ... For acoustic training a number of US broadcast news shows (both television and radio) transmitted prior to June 30th 1996 were recorded and labelled by the LDC.
  10. UNSUPERVISED TRAINING FOR MANDARIN BROADCAST NEWS AND…

    mi.eng.cam.ac.uk/research/projects/AGILE/publications/wang_ICASSP07.pdf
    10 Oct 2007: UNSUPERVISED TRAINING FOR MANDARIN BROADCAST NEWS AND CONVERSATIONTRANSCRIPTION. L. Wang, M.J.F. ... Index Terms— Speech Recognition, unsupervised learning. 1. INTRODUCTION. For some tasks, such as Broadcast News (BN) transcription, audiodata can be
  11. Speaker Diarisation for Broadcast News

    mi.eng.cam.ac.uk/reports/full_html/tranter_odyssey04.html/
    14 Jun 2004: Each data set consists of one 30 minute extract from 6 different US broadcast news shows. ... Firstly there is an optional stage of advert detection, namely trying to postulate where commercial breaks occur within the broadcast news shows.
  12. The Cambridge University March 2005 Speaker Diarisation System

    mi.eng.cam.ac.uk/reports/full_html/sinha_eurospeech05.html/
    22 Sep 2005: The experiments reported in this paper use a development set of 24 US broadcast news shows, denoted. ... S. E. Tranter and D. A. Reynolds,. ''Speaker Diarisation for Broadcast News,'' [in Proc.
  13. 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. ... In this work we consider US Broadcast News shows taken from the Hub-4 and Rich Transcription (RT) evaluation framework [2].
  14. Machine Intelligence Laboratory: Publications (Speech)

    mi.eng.cam.ac.uk/reports/index-speech.html
    17 May 2021: Contact:Title THE CUHTK-ENTROPIC 10XRT BROADCAST NEWS TRANSCRIPTION SYSTEM. Abstract: odell_darpa99. ... Contact:Title AUDIO INDEXING AND RETRIEVAL OF COMPLETE BROADCAST NEWS SHOWS. Abstract: johnson_riao00.
  15. Recent Developments at Cambridgein Broadcast News Transcription D.Y.…

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_rt04.pdf
    15 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. –
  16. The 1998 HTK Broadcast News Transcription System: Development and…

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa99.html/
    2 Mar 2000: The baseline acoustic corpus available in 1997 used recorded audio from various US broadcast news shows (television and radio). ... Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop, pp. 41-48, Lansdowne.
  17. The 1997 HTK Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/woodland_darpa98.html/
    1 Mar 2000: 41-48 (Lansdowne,VA, Feb. 1998). The 1997 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM. ... For acoustic training a number of US broadcast news shows (both television and radio) transmitted prior to June 30th 1996 were recorded and labelled by the LDC.
  18. Abstract for johnson_riao00

    mi.eng.cam.ac.uk/reports/abstracts/johnson_riao00.html
    27 Jul 2020: Abstract for johnson_riao00. Proceedings, RIAO 2000. AUDIO INDEXING AND RETRIEVAL OF COMPLETE BROADCAST NEWS SHOWS. ... April 2000. This paper describes a system for retrieving relevant portions of complete broadcast news shows starting with only the
  19. IMPROVING BROADCAST NEWS TRANSCRIPTION BY LIGHTLY…

    mi.eng.cam.ac.uk/reports/svr-ftp/chan_icassp2004.pdf
    27 May 2004: These include broadcast news shows from theCNN Headline News, ABC World News Tonight, PRI The World,. ... 2.3. Testing data. Two sets of data were used for testing, each of them contains six30 minutes broadcast news shows.
  20. UNSUPERVISED TRAINING FOR MANDARIN BROADCAST NEWS AND…

    mi.eng.cam.ac.uk/~mjfg/wang_ICASSP07.pdf
    22 Jun 2007: UNSUPERVISED TRAINING FOR MANDARIN BROADCAST NEWS AND CONVERSATIONTRANSCRIPTION. L. Wang, M.J.F. ... Index Terms— Speech Recognition, unsupervised learning. 1. INTRODUCTION. For some tasks, such as Broadcast News (BN) transcription, audiodata can be
  21. EXPERIMENTS IN BROADCAST NEWS TRANSCRIPTION P.C. Woodland, T. Hain,…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_icassp98.pdf
    10 Apr 2000: For acoustic training a number of US broadcast news shows(both television and radio) transmitted prior to June 30th 1996were recorded and labelled by the LDC. ... spontaneous non-native). Table 1: Broadcast news focus conditions. For development test
  22. THE CAMBRIDGE UNIVERSITY SPOKEN DOCUMENT RETRIEVAL SYSTEM S.E.…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_icassp99.pdf
    8 Mar 2000: 2. OVERVIEW OF THE HTK BROADCAST NEWSTRANSCRIPTION SYSTEM. The input data is presented to the HTK transcription system ascomplete episodes of broadcast news shows and these are first con-verted to ... of broadcast news texts, the LDC-distributed
  23. TOWARDS IMPROVED LANGUAGE MODEL EVALUATION MEASURES Philip Clarkson…

    mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/clarkson_eurospeech99.pdf
    9 Aug 2005: This work was carried out for the broadcast news task. AllWER results are based on the six shows of the 1996 Hub 4 de-velopment test. ... The language model evaluation schemes which will be de-scribed in this paper are evaluated with respect to the
  24. Stimulated Deep Neural Network for Speech Recognition

    mi.eng.cam.ac.uk/~mjfg/interspeech16_stimu.pdf
    26 Sep 2016: English broadcast news(BN) task and a Javanese conversational telephone speech taskfrom the IARPA Babel program. ... 4.1. Broadcast News. The training set for this task included the 144-hour 1996 & 1997Hub-4 English Broadcast News Speech dataset (LDC97S44
  25. WHO SPOKE WHEN? - AUTOMATIC SEGMENTATION ANDCLUSTERING FOR…

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_eurospeech99.pdf
    10 Apr 2000: For the task of identifying potentially unknown anchorspeakers within broadcast news shows, the frame classi-fication error rate is very important. ... These methods were shown tobe an important part of our overall recognition systemfor broadcast news.
  26. Cluster Voting for Speaker Diarisation S.E.…

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr476.pdf
    13 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.
  27. GENERAL QUERY EXPANSION TECHNIQUESFOR SPOKEN DOCUMENT RETRIEVAL…

    mi.eng.cam.ac.uk/reports/svr-ftp/jourlin_esca99.pdf
    10 Apr 2000: different sets ofautomatically transcribed broadcast news texts with aWER varying from24.8% to 66.2%. ... The input data is presented to the system as com-plete episodes of broadcast news shows and these are.
  28. 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. ... Table 4 shows that the general BNC language model has a muchhigher perplexity than the Broadcast News language model, butthat the adaptation
  29. 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. ... Finally a frame-based comparison between the manually and automatically derived segment/cluster sets
  30. CONFIDENCE ESTIMATION AND DELETION PREDICTION USINGBIDIRECTIONAL…

    mi.eng.cam.ac.uk/~mjfg/ALTA/publications/SLT2018_ragni.pdf
    31 Aug 2019: 19] J. Ma, S. Matsoukas, O. Kimball, and R. Schwartz, “Unsu-pervised training on large amounts of broadcast news data,” inICASSP, 2006. ... 28] J. Ma and S. Matsoukas, “Unsupervised training on a largeamount of Arabic broadcast news data,” in
  31. An Investigation into the Interactions betweenSpeaker Diarisation…

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_tr464.pdf
    9 Oct 2003: This corresponds to adverts in broadcast news shows, or speaker-attributable vocal noises suchas cough, breath, lipsmack, sneeze and laughter. ... Firstly there is anoptional stage of advert detection, namely trying to postulate where commercial breaks
  32. WHO REALLY SPOKE WHEN?FINDING SPEAKER TURNS AND IDENTITIES IN ...

    mi.eng.cam.ac.uk/reports/full_html/tranter_icassp06.html/paper.pdf
    9 Dec 2006: WHO REALLY SPOKE WHEN?FINDING SPEAKER TURNS AND IDENTITIES IN BROADCAST NEWS AUDIO. ... 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
  33. Annotating large lattices with the exact word error Rogier ...

    mi.eng.cam.ac.uk/~mjfg/Kernel/van_dalen-2015-exact_error.pdf
    16 Jun 2015: The training setwas 34 hours of randomly selected shows from the ’96 releaseof the Hub4 broadcast news, LDC97S44 [17]. ... Pallett, “1996English broadcast news speech (HUB4), LDC97S44,” Philadel-phia, 1997. [18] M.
  34. The Cambridge University March 2005 Speaker Diarisation System R. ...

    mi.eng.cam.ac.uk/reports/full_html/sinha_eurospeech05.html/paper.pdf
    22 Sep 2005: 4. Experiments4.1. Data and Scoring Metric. The experiments reported in this paper use a development set of24 US broadcast news shows, denoteddev24 and a 12-showsubset of this, denoteddev12 which ... A. Reynolds, “Speaker Diarisationfor Broadcast
  35. Machine Intelligence Laboratory: Publications

    mi.eng.cam.ac.uk/reports/index-full.html
    17 May 2021: Contact:Title WHO REALLY SPOKE WHEN? FINDING SPEAKER TURNS AND IDENTITIES IN BROADCAST NEWS AUDIO. ... Contact:Title IMPROVING BROADCAST NEWS TRANSCRIPTION BY LIGHTLY SUPERVISED DISCRIMINATIVE TRAINING. Abstract: chan_icassp2004.
  36. SPOKEN DOCUMENT RETRIEVAL FOR TREC-7 AT CAMBRIDGE UNIVERSITY S.E. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/johnson_trec7.pdf
    8 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 ... Proc. DARPA Broadcast News Transcrip-tion and Understanding Workshop
  37. 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].
  38. Structured Deep Neural Networks for Speech Recognition

    mi.eng.cam.ac.uk/~mjfg/thesis_cw564.pdf
    12 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.
  39. Department of Engineering 1 Generative Kernels and Score-Spaces…

    mi.eng.cam.ac.uk/~mjfg/Kernel/rcv25_2015_y3.pdf
    1 Jun 2015: Figure 6 shows an example automaton for determining the edit distance between“a c” (along the vertical axis) and “a c c” (along the horizontal axis).
  40. 9 Jul 2008: 7.4 Summary. 92. 8 Experimental Setup 94. 8.1 Broadcast News Training and Decoding. ... 13110.2.6 MBRL on Broadcast News Mandarin. 131. 10.3 Addressing Alignment Issues.
  41. Speaker Diarisation for Broadcast News S. E. Tranter† and ...

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_odyssey04.pdf
    25 Mar 2004: Each data set consists of one 30 minute extract from 6different US broadcast news shows. ... Firstly there is an optional stage ofadvert detection, namely trying to postulate where commercialbreaks occur within the broadcast news shows.
  42. PhD Thesis

    mi.eng.cam.ac.uk/~mjfg/thesis_kcs23.pdf
    16 Nov 2007: BN Broadcast News. BW Baum Welch. CDHMM Continuous Density Hidden Markov Model. ... more recent Conversational Telephone Speech (CTS) and Broadcast News (BN) data sets.
  43. The Cambridge University March 2005 Speaker Diarisation System R. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/sinha_eurospeech05.pdf
    23 Jun 2005: 4. Experiments4.1. Data and Scoring Metric. The experiments reported in this paper use a development set of24 US broadcast news shows, denoteddev24 and a 12-showsubset of this, denoteddev12 which ... A. Reynolds, “Speaker Diarisationfor Broadcast
  44. 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. ... 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
  45. Named Entity Recognition from Speechand Its Use in the ...

    mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/kim_thesis.pdf
    9 Aug 2005: for the 1998 NIST Hub-4 Information Extraction (Named Entity) Broadcast News Benchmark. ... broadcast news and to cope with input which does not have capitalisation information.
  46. TWO-WAY CLUSTER VOTING TO IMPROVE SPEAKER DIARISATION PERFORMANCE S.…

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_icassp05.pdf
    25 Mar 2005: Transcription evaluations.[1] It consists of30 minute extracts from 6 different US news shows broadcast inFebruary 2001. ... shows. The DER is 24.16%(28.05%) if the best(worst) input istaken independently for each show.
  47. The 1998 HTK Broadcast News Transcription System:Development and…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa99.pdf
    8 Mar 2000: The 1998 HTK Broadcast News Transcription System:Development and Results. P.C. Woodland, T. ... The baseline acoustic corpus available in 1997 used recordedaudio from various US broadcast news shows (television andradio).
  48. 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
  49. 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: measure. The technique has shown to be effective at finding small sections of cue audio and has been applied to automatically locating the end of broadcast news shows and finding ... In this case, some broadcast structure is revealed and the removal of
  50. The 1997 HTK Broadcast News Transcription SystemP.C. Woodland, T. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa98.pdf
    8 Mar 2000: For acoustic training a number of US broadcast news shows(both television and radio) transmitted prior to June 30th 1996were recorded and labelled by the LDC. ... spontaneous non-native). Table 1: Broadcast news focus conditions. For development test
  51. THE DEVELOPMENT OF THE1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM ...

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa97.pdf
    8 Mar 2000: spontaneous non-native). Table 3: 1996 H4 focus conditions. A number of broadcast news shows transmitted prior to June30th 1996 were recorded and labelled by the LDC for acous-tic training. ... 5. CONCLUSIONThis paper has described our initial efforts to

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