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10 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

8 Mar 2000: For speech transcription problems with widely varying speaker, channel and background conditions, such as broadcast news transcription, it is beneficial to include unsupervised test-data adaptation to individual speakers and data ... This paper presents

30 Mar 2000: The input data is presented to our HTK transcription system as complete episodes of broadcast news shows and these are first converted to a set of segments for further processing. ... Thus words' occurring in broadcast news which represent hesitations in

18 Dec 2003: 6 Language Modelling and Word Lists. In most speech transcription tasks such as for example dictation or Broadcast News transcriptionlarge amounts of representative text data are available. ... Again modified Kneser-Ney discountingwas used. The BNLM

2 Mar 2009: 1. IntroductionSpeech recognition systems are increasingly being built withfound data such as broadcast news and conversational tele-phone speech recordings. ... As DMTs arespeaker-independent, the same transforms can be used for thetraining and test data

22 Jun 2007: 3. STT POST PROCESSING. In processing data such as Broadcast News (BN) or Broadcast Con-versations (BCs) for an STT system, the first stage is to segment thedata into homogeneous blocks, ... The language models for each of the systems were trainedon over

11 Jan 2008: 1. INTRODUCTION. Adaptive training [1, 2] has become popular as the use of founddata, such as Broadcast News, has increased. ... It is interesting to compare this lower bound approximationfor recognition to standard iterative approaches such as

23 Apr 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

13 May 2004: 32.2 The Broadcast News Data for Diarisation. 32.3 Diarisation Scoring. 4. ... as convincing on the Broadcast News data, and the system restrictedthe two input segmentations to have the same number of speakers.

2 Mar 2009: However, inmany applications, such as broadcast news transcription orconversational telephone speech, there is no transcriptionavailable for the test data. ... However, in theory this approach can beapplied to any form of linear transforms, such as

23 Dec 2004: 6 Language Modelling and Word Lists. In most speech transcription tasks such as for example dictation or Broadcast News transcriptionlarge amounts of representative text data are available. ... Again modified Kneser-Ney discountingwas used. The BNLM

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 ... Thus ‘words’ occurring in broadcast news whichrepresent

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.

9 May 2017: The GMM and DNN will be introduced inChapters2.2.1and2.2.2respectively. There are also other variants such as recurrentneural network for acoustic modelling [80]. ... These differ interms of minimising error at different levels such as sentence, word and

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,.

10 Jun 2010: data, such as broadcast news and telephone speech recordings. Such found data often has. ... modelled. This allows the underlying speech models to be extracted from such data.

9 Jul 2008: 13110.2.6 MBRL on Broadcast News Mandarin. 131. 10.3 Addressing Alignment Issues. ... This is data that is readily available, such as broadcast news (BN) or broadcastconversation (BC).

17 Sep 2008: 118. 9.1 Broadcast News transcription system architecture. 126. CHAPTER 1Introduction. Automatic speech recognition (ASR) has improved markedly over the last decade such thatit can be used to transcribe speech in ... as Broadcast News and Toshiba

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 Aug 2005: ta found in the real world such as broadcast news and conversational speech over the telephone. ... data found in real world (i.e. broadcast news and conversational speech over the telephone),.