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27 Jul 2020: The speaker diarisation task attempts to address this problem on Broadcast News data by defining an error rate which can be used to evaluate segmentations and their associated speaker labels.

7 Oct 2001: To establish an infrastructure for recognition system development and spoken document retrieval based on the US ARPA "Broadcast News" task. ... the lowest overall word error rate in the 1997 DARPA broadcast news evaluation, by a statistically significant

27 Jul 2020: Broadcast News Slash Unit Boundary Detection task. ... The use of large training data sets for the Slash Unit Boundary Detection task is considered, and development and evaluation results are given for all the systems. |

20 Feb 2018: The following recognition experiments were conducted onthe 1997 Broadcast News task [5] by rescoring tri-gram lat-tices. ... Different topologies of themodel were evaluated on the 1997 Broadcast News task andsome small improvements were obtained.

26 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.

10 Oct 2007: UNSUPERVISED TRAINING FOR MANDARIN BROADCAST NEWS AND CONVERSATIONTRANSCRIPTION. L. Wang, M.J.F. ... Experi-ments were carried out on a Mandarin transcriptions task. Two typesof test data were considered, Broadcast News (BN) and BroadcastConversations (BC

9 Dec 2006: Who Really Spoke When? Finding Speaker Turns and Identities in Broadcast News Audio. ... The training data used for this task consisted of the Hub-4 1996/7 broadcast news training data.

11 Jan 2008: Experimental results are then presented anddiscussed on a Broadcast News Arabic task. ... 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

17 May 2021: Contact:Title THE CUHTK-ENTROPIC 10XRT BROADCAST NEWS TRANSCRIPTION SYSTEM. Abstract: odell_darpa99. ... Title THE APPLICABILITY OF LANGUAGE MODEL ADAPTATION FOR THE BROADCAST NEWS TASK.

10 Oct 2007: In the Mandarintranscription task, since Broadcast Conversation (BC) data is morepoorly transcribed by the seed model than the Broadcast News (BN)data, the reduction in character error rate (CER) relative to ... The CU-HTK Mandarin Broadcast News

27 Jul 2020: THE APPLICABILITY OF LANGUAGE MODEL ADAPTATION FOR THE BROADCAST NEWS TASK. ... We will concentrate on cache-based and mixture-based models and their use on the Broadcast News task.

14 Jun 2004: task of identifying 'who spoke when' in broadcast news audio is particularly interesting and challenging. ... Speaker diarisation was a task in the 2003 Spring Rich Transcription (RT-03s) evaluation.[1] This was a development of the RT-02 Broadcast News

10 Oct 2007: Discriminative training of precision matrices was evaluatedon an English conversational telephone speech (CTS) task,which consists of multi-speaker spontaneous telephone conver-sational speech, and an English broadcast news (BN) task, ... 1.1% and

27 Jul 2020: Title THE APPLICABILITY OF LANGUAGE MODEL ADAPTATION FOR THE BROADCAST NEWS TASK. ... Contact:Title REAL-TIME RECOGNITION OF BROADCAST RADIO SPEECH. Abstract: cook_icassp96.

1 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.

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].

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.

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

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.

27 Jul 2020: For the task of identifying potentially unknown anchor speakers within broadcast news shows, the frame classification error rate is very important.

22 Jun 2007: UNSUPERVISED TRAINING FOR MANDARIN BROADCAST NEWS AND CONVERSATIONTRANSCRIPTION. L. Wang, M.J.F. ... Experi-ments were carried out on a Mandarin transcriptions task. Two typesof test data were considered, Broadcast News (BN) and BroadcastConversations (BC

22 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

5 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.

15 Jun 2018: wL) =. L. t=1. P(wt|wt11 ) (1). The task of LMs is to calculate the probability of wordwt givenits previous historywt11 = w1, w2,. , ... 6] investigatedthe use of bidirectional RNNLMs (bi-RNNLMs) for speech recog-nition. For a broadcast news task,

11 Jan 2008: In the Mandarintranscription task, since Broadcast Conversation (BC) data is morepoorly transcribed by the seed model than the Broadcast News (BN)data, the reduction in character error rate (CER) relative to ... The CU-HTK Mandarin Broadcast News

8 Mar 2000: of broadcast news texts, the LDC-distributed 1995newswire texts, and the transcriptions of the acoustic training data. ... We have developed the IR system for the broadcast news taskand improved the stop list and the map file list for this task.

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

22 Nov 2006: Discriminative training of precision matrices was evaluatedon an English conversational telephone speech (CTS) task,which consists of multi-speaker spontaneous telephone conver-sational speech, and an English broadcast news (BN) task, ... 1.1% and

25 Sep 2003: Many useful tech-niques, including HLDA, MPE training and lattice-based adapta-tion, have been successfully applied to the Broadcast News tran-scription task for the first time. ... Broadcast News Data. Acoustic training data. Development data. Text

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.

23 Sep 2003: BN LMswere trained on the acoustic transcripts (2 million words), anumber of other broadcast news transcript sources (343Mwords) plus a variety of newspaper texts (674M words).More details on the task ... The specifics of conversational tele-phone speech

21 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.

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].

9 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

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. ... Jardino. The LIMSI1998 Hub-4E Transcription System. In Proceedings ofDARPA Broadcast News Workshop, Herndon, Virginia

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.

2 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.

8 Mar 2000: This system gave a word error rate of 16.2% in the1997 DARPA Hub4 broadcast news evaluation. ... Proc. DARPA Broadcast News Transcrip-tion and Understanding Workshop, pp. 133-137, Feb. 1998.

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.

8 Mar 2000: Since the broadcast news task often requires thata recogniser operates with poorly-matched acoustic modelssome experiments to test the robustness of the front-end pa-rameterisation are then reported. ... 3.2. H4 Front End Comparison. In this section the

9 May 2017: task. The red line is the train speed with spliced sentence bunch training and. ... trained F-RNNLMs on the CTS task. C-RNNLMs trained on CPU andF-.

17 Sep 2008: 1208.2.4 Combined Systems. 122. 8.3 Summary. 124. 9 Experimental Results on Recorded Noisy Speech 1259.1 Broadcast News Transcription. ... as Broadcast News and Toshiba Research Europe’s internal collection of in-carspeech data.

16 Nov 2007: AF Acoustic factorisation. ASR Automatic speech recognition. BN Broadcast news. CAT Cluster adaptive training. ... instead of dictated speech from 1996 when the broadcast news (BN) task was set up.

9 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).

27 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,.

16 Nov 2007: CRSNAB Continuous Speech Recognition North American Broadcast news. vi. Contents. Table of Contents vii. ... The task is complex due to the inherent variability of the speech signal.

12 May 2005: The performance of these methods is evaluated by task, bydata source (broadcast news versus spontaneous telephone conver-sations) and by whether transcriptions come from humans or froman (errorful) automatic speech recognizer. ... 2.3. MDE Corpora.

16 Nov 2007: BIC Bayesian information criterion. BN Broadcast news. CER Character error rate. ... limited bandwidth domains, such as broadcast news (BN) and conversational telephone speech.

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.

8 Mar 2000: We have developed the IR system for the broadcast news task and improved the stop list and the map file list for this task. ... For the 1998 TREC-7 SDR task about 100 hours of broadcast news had to be transcribed but the full 1997 Hub4 training set was