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Estimating Confidence Using Word Lattices Export

In Proc. Eurospeech '97 (1997), pp. 827-830.

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confidence lattice

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For many practical applications of speech recognition systems, it is desirable to have an estimate of confidence for each hypothesized word, i.e. to have an estimate which words of the speech recognizer's output are likely to be correct and which are not reliable. Many of today's speech recognition systems use word lattices as a compact representation of a set of alternative hypothesis. We exploit the use of such word lattices as information sources for the measure-of-confidence tagger JANKA...


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