We propose a preliminary method for automatically correcting errors in spoken dialogue systems\footnote{This work was performed while Marco Orlandi was visiting SRI Labs. Christopher Culy now works at FXPAL and his address is culy@fxpal.com.}. Current spoken dialogue systems usually show a rather static and rigid behavior regarding recognition errors, therefore a feasible method of correcting system errors might be helpful to successfully support user requests. Moreover, a correction differs from non-correction prosodically\cite{ICSLP_2000_A}. Generally a user correction exhibits a greater prosodic difference the more distant it is from the initial error. In this case it is recognized more poorly, and it involves a longer human-machine interaction because this often leds to the same recognition errors

Using Dialog Corrections to Improve Speech Recognition

Orlandi, Marco;
2003-01-01

Abstract

We propose a preliminary method for automatically correcting errors in spoken dialogue systems\footnote{This work was performed while Marco Orlandi was visiting SRI Labs. Christopher Culy now works at FXPAL and his address is culy@fxpal.com.}. Current spoken dialogue systems usually show a rather static and rigid behavior regarding recognition errors, therefore a feasible method of correcting system errors might be helpful to successfully support user requests. Moreover, a correction differs from non-correction prosodically\cite{ICSLP_2000_A}. Generally a user correction exhibits a greater prosodic difference the more distant it is from the initial error. In this case it is recognized more poorly, and it involves a longer human-machine interaction because this often leds to the same recognition errors
2003
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11582/952
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