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  ‘On-line early recognition’ of polysyllabic words in continuous speech

Scharenborg, O., Boves, L., & Ten Bosch, L. (2004). ‘On-line early recognition’ of polysyllabic words in continuous speech. In S. Cassidy, F. Cox, R. Mannell, & P. Sallyanne (Eds.), Proceedings of the Tenth Australian International Conference on Speech Science & Technology (pp. 387-392). Canberra: Australian Speech Science and Technology Association Inc.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0012-D23D-0 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0012-D23F-C
Genre: Conference Paper

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75EEFCFDd01.pdf (Publisher version), 102KB
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 Creators:
Scharenborg, Odette1, Author           
Boves, Lou1, Author
Ten Bosch, Louis2, Author           
Affiliations:
1Radboud University Nijmegen, The Netherlands, ou_persistent22              
2Centre for Language Studies, Radboud University, ou_55238              

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 Abstract: In this paper, we investigate the ability of SpeM, our recognition system based on the combination of an automatic phone recogniser and a wordsearch module, to determine as early as possible during the word recognition process whether a word is likely to be recognised correctly (this we refer to as ‘on-line’ early word recognition). We present two measures that can be used to predict whether a word is correctly recognised: the Bayesian word activation and the amount of available (acoustic) information for a word. SpeM was tested on 1,463 polysyllabic words in 885 continuous speech utterances. The investigated predictors indicated that a word activation that is 1) high (but not too high) and 2) based on more phones is more reliable to predict the correctness of a word than a similarly high value based on a small number of phones or a lower value of the word activation.

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Language(s): eng - English
 Dates: 2004
 Publication Status: Issued
 Pages: -
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Title: Tenth Australian International Conference on Speech Science & Technology
Place of Event: Sydney, Australia
Start-/End Date: 2004-12-08 - 2004-12-10

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Title: Proceedings of the Tenth Australian International Conference on Speech Science & Technology
Source Genre: Proceedings
 Creator(s):
Cassidy, Steve, Editor
Cox, Felicity, Editor
Mannell, Robert, Editor
Sallyanne, Palethorpe, Editor
Affiliations:
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Publ. Info: Canberra : Australian Speech Science and Technology Association Inc
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 387 - 392 Identifier: URI: http://www.assta.org/sst/2004/
ISBN: 0 9581946 1 0