Integrated transcription and identification of named entities in broadcast speech.

作者: Steve Renals , Yoshihiko Gotoh

DOI:

关键词: VocabularyProper nounNamed entityArtificial intelligenceComputer scienceEntity linkingAnnotationNatural language processingSpeech recognitionTranscription (software)

摘要: This paper presents an approach to integrating functions for both transcription and named entity (NE) identification into a large vocabulary continuous speech recognition system. It builds on NE tagged language modelling approach, which was recently applied development of the statistical annotation We also present results proper name experiment using Hub-4 evaluation data.

参考文章(9)
D. Beeferman, A. Berger, J. Lafferty, Cyberpunc: a lightweight punctuation annotation system for speech international conference on acoustics speech and signal processing. ,vol. 2, pp. 689- 692 ,(1998) , 10.1109/ICASSP.1998.675358
Y. Gotoh, S. Renals, G. Williams, Named entity tagged language models international conference on acoustics speech and signal processing. ,vol. 1, pp. 513- 516 ,(1999) , 10.1109/ICASSP.1999.758175
S. Renals, M.M. Hochberg, Start-synchronous search for large vocabulary continuous speech recognition IEEE Transactions on Speech and Audio Processing. ,vol. 7, pp. 542- 553 ,(1999) , 10.1109/89.784107
Daniel M. Bikel, Scott Miller, Richard Schwartz, Ralph Weischedel, Nymble: a High-Performance Learning Name-finder conference on applied natural language processing. pp. 194- 201 ,(1997) , 10.3115/974557.974586
Francis Kubala, Richard Schwartz, Rebecca Stone, Ralph Weischedel, NAMED ENTITY EXTRACTION FROM SPEECH ,(1998)
Steve Renals, Yoshihiko Gotoh, Statistical annotation of named entities in spoken audio. ,(1999)
Richard Schwartz, David Miller, Ralph Weischedel, Rebecca Stone, Named Entity Extraction from Broadcast News ,(1999)
Steve Renals, Brian Kingsbury, Eric Fosler-Lussier, James Christie, Daniel P. W. Ellis, Nelson Morgan, Tony Robinson, Gary Cook, Yoshi Gotoh, Gethin Williams, An Overview of the SPRACH System for the Transcription of Broadcast News Proceedings of the DARPA Broadcast News Workshop, February 28-March 3, 1999, Hilton at Washington Dulles Airport, Herndon, Virginia. ,(1999) , 10.7916/D80291XN
Robert Gaizauskas, Steve Renals, Yoshihiko Gotoh, Mark Stevenson, BASELINE IE-NE EXPERIMENTS USING THE SPRACH/LASIE SYSTEM ,(1999)