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Rapid and Robust Environment Aware Processing
mi.eng.cam.ac.uk/~mjfg/REAP/index.html11 Mar 2011: The schemes developed should be flexible, in that they should be applicable to a wide range of tasks, for example both small and large vocabulary systems. ... This project will build on the current research work on Joint Uncertainty Decoding which has -
Abstract for woodland_darpa97
mi.eng.cam.ac.uk/reports/abstracts/speech/woodland_darpa97.html27 Jul 2020: Woodland, M.J.F. Gales, D. Pye & S.J. Young. April 1997. This paper describes our efforts in extending a large vocabulary speech recognition system to handle broadcast news transcription. ... It includes a number of new features compared to previous HTK -
Experiments in Broadcast News Transcription
mi.eng.cam.ac.uk/reports/full_html/woodland_icassp98.html/1 Mar 2000: The transcription of broadcast radio and television news poses a number of challenges for large vocabulary transcription systems. ... Cross-word context dependent decision tree state clustered mixture Gaussian HMMs are used with a 65k word vocabulary and -
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. ... The transcription of broadcast radio and television news poses a number of challenges for large vocabulary transcription systems. -
Abstract for woodland_icassp97
mi.eng.cam.ac.uk/reports/abstracts/woodland_icassp97.html27 Jul 2020: Abstract for woodland_icassp97. Proceedings ICASSP'97. BROADCAST NEWS TRANSCRIPTION USING HTK. P.C. ... It includes a number of new features over previous HTK large vocabulary systems including decoder-guided segmentation, segment clustering, cache-based -
Abstract for tuerk_sigir00demo
mi.eng.cam.ac.uk/reports/abstracts/tuerk_sigir00demo.html27 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 -
EXPERIMENTS IN BROADCAST NEWS TRANSCRIPTION P.C. Woodland, T. Hain,…
mi.eng.cam.ac.uk/reports/svr-ftp/woodland_icassp98.pdf10 Apr 2000: 1. INTRODUCTION. The transcription of broadcast radio and television news poses anumber of challenges for large vocabulary transcription systems.The data in broadcasts is not homogeneous and includes a num-ber ... Cross-word context dependent deci-sion -
The Cambridge University Multimedia Document Retrieval Demo System
mi.eng.cam.ac.uk/reports/full_html/tuerk_riao00demo.html/14 Aug 2000: The audio, which usually comes in RealAudio format, is first converted into standard uncompressed format from which a transcription is produced using our large vocabulary broadcast news recognition engine. ... The system gives a word error rate of 15.9% -
The Cambridge University Multimedia Document Retrieval Demo System
mi.eng.cam.ac.uk/reports/full_html/tuerk_sigir00demo.html/14 Aug 2000: The audio, which comes in RealAudio format, is first converted into standard uncompressed format from which a transcription is produced using our large vocabulary broadcast news recognition engine. ... J. J. Odell, P. C. Woodland, and T. Hain. The -
References [1] Control-DAG: Constrained decoding for…
mi.eng.cam.ac.uk/~wjb31/PUBS/29 Apr 2024: Minimum Bayes Risk (MBR) decoding can significantly improve translation performance of Multilingual Large Language Models (MLLMs). ... 18] The devil is in the details: On the pitfalls of vocabulary selection in neural machine translation. -
THE DEVELOPMENT OF THE1996 HTK BROADCAST NEWS TRANSCRIPTION SYSTEM ...
mi.eng.cam.ac.uk/reports/svr-ftp/woodland_darpa97.pdf8 Mar 2000: Cambridge, CB2 1PZ, UK. ABSTRACTThis paper describes our efforts in extending a large vocabularyspeech recognition system to handle broadcast news transcription.Results using the 1995 DARPA H4 evaluation data set are ... Broadcast news transcription -
References [1] An inner table retriever for robust table ...
mi.eng.cam.ac.uk/~wjb31/bak.PUBS/3 Nov 2023: 12] The devil is in the details: On the pitfalls of vocabulary selection in neural machine translation. ... However, both SMT and neural sequence-to-sequence models require large amounts of annotated data. -
The Cambridge Multimedia Document Retrieval (MDR) Project : Summary…
mi.eng.cam.ac.uk/reports/full_html/sparckjones_cltr517.html/10 Oct 2001: Thus given a stream of broadcast news, passages relevant to the user's information need can be successfully (and preferentially) retrieved. ... But the generic approach to recognition has throughout been the same, using a 2-pass recogniser and a -
paper.dvi
mi.eng.cam.ac.uk/~mjfg/liao_ICASSP07.pdf15 Aug 2007: Experiments are conductedon theResource Management and Broadcast News corpora. Index Terms— Speech recognition, Robustness. ... test conditions.Experiments on a multistyle, large vocabulary Broadcast News sys-tem show improvements withJoint and VTS -
Discriminative Models for Speech RecognitionM.J.F. Gales Cambridge…
mi.eng.cam.ac.uk/~mjfg/mjfg_ita.pdf22 Feb 2007: Thishas allowed large vocabulary continuous speech recognition(LVCSR) tasks, such as Broadcast News transcription [1],to be addressed. ... J. Young, “Lattice-based discriminative training for large vocabulary speech recognition,”in Proc. -
IEEE TRANS. ON SAP, VOL. ?, NO. ??, ????? ...
mi.eng.cam.ac.uk/research/projects/AGILE/publications/kai_ASP07.pdf10 Oct 2007: F. Gales. Abstract— Large vocabulary speech recognition systems areoften built using found data, such as broadcast news. ... I. INTRODUCTION. A DAPTIVE training [1], [2] has become increasinglypopular as greater use has been made of found data, suchas -
Stimulated Deep Neural Network for Speech Recognition
mi.eng.cam.ac.uk/~mjfg/interspeech16_stimu.pdf26 Sep 2016: The approaches are eval-uated on two large vocabulary speech recognition tasks: a U.S.English broadcast news (BN) task and a Javanese conversationaltelephone speech task from the IARPA Babel program. ... English broadcast news(BN) task and a Javanese -
RECENT ADVANCES IN BROADCAST NEWS TRANSCRIPTION D.Y. Kim, G. ...
mi.eng.cam.ac.uk/reports/svr-ftp/kim_asru2003.pdf25 Sep 2003: 1. INTRODUCTION. Broadcast News transcription has been one of the most challeng-ing and interesting tasks in large vocabulary continuous speechrecognition over recent years. ... Broadcast News Data. Acoustic training data. Development data. Text corpora. -
Discriminative Models for Speech RecognitionM.J.F. Gales Cambridge…
mi.eng.cam.ac.uk/~mjfg/mjfg_ita_margin.pdf30 May 2007: Thishas allowed large vocabulary continuous speech recognition(LVCSR) tasks, such as Broadcast News transcription [1],to be addressed. ... J. Young, “Lattice-based discriminative training for large vocabulary speech recognition,”in Proc. -
tech.dvi
mi.eng.cam.ac.uk/~mjfg/liao_tr552.pdf21 Sep 2007: CAMBRIDGE UNIVERSITY. ENGINEERING DEPARTMENT. Joint Uncertainty Decoding for. Robust Large Vocabulary Speech Recognition. ... large vocabulary Broadcast News corpus of collected broadcast recordings. 1 Introduction.
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