System for predicting speech recognition accuracy and...

G - Physics – 06 – F

Patent

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G06F 17/20 (2006.01) G10L 15/18 (2006.01)

Patent

CA 2515511

A system for developing dialog systems estimates the speech recognition accuracy achievable when using a dialog system, and the number of example input phrases required to achieve a desired speech recognition accuracy. The maximum achievable speech recognition accuracy is also predicted. The development system thereby allows a developer of a dialog system to determine how and whether to continue development of the dialog system. The development system includes a grammatical inference engine for generating a grammar for the dialog system on the basis of example input phrases, and an in-grammar speech recognition accuracy estimator for generating the estimate of speech recognition accuracy on the basis of probabilities of confusing phonemes of input phrases with phonemes of the grammar.

L'invention concerne un système permettant de développer des systèmes de dialogue qui estime la précision de la reconnaissance vocale réalisable lors de l'utilisation d'un système de dialogue, et le nombre de phrases d'exemple entrées requises pour obtenir une précision de reconnaissance vocale désirée. Il prédit également la précision de la reconnaissance vocale maximum réalisable. Un système de développement permet au développer d'un système de dialogue de déterminer la manière et l'opportunité de continuer le développement dudit système de dialogue. Ledit système de développement comprend un moteur d'inférence grammaticale permettant de générer une grammaire pour le système de dialogue sur la base des phrases d'exemple entrées, et un estimateur de précision de reconnaissance vocale en grammaire permettant de générer l'estimation de la précision sur la base des probabilités de confusion de phonèmes des phases entrées avec des phonèmes de la grammaire.

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