Confidence measure generation for speech related searching
First Claim
Patent Images
1. A method of conducting a dialog with a user of a voice search system that includes a speech recognizer, a search component and a dialog manager, the method comprising:
- generating a dialog feature, with the dialog manager, indicative of how well the voice search system is responding to the user;
recognizing a user speech input with the speech recognizer to generate a query and a speech recognition feature indicative of a measure of speech recognition accuracy;
searching a data store, with the search component, for search results based on the query, and generating a search feature indicative of a measure of search accuracy;
generating a voice search confidence measure, indicative of a confidence of the search results for the query, based on the dialog feature indicative of how well the voice search system is responding to the user, the speech recognition feature, and the search feature; and
conducting the dialog by conducting dialog turns with the user, each dialog turn corresponding to an interaction with the user, and conducting the dialog according to a dialog strategy chosen based, at least in part, on the voice search confidence measure, the dialog strategy determining what type of dialog turn to next conduct with the user, the dialog feature being derived based on one or more of the dialog turns conducted with the user.
2 Assignments
0 Petitions
Accused Products
Abstract
A voice search system has a speech recognizer, a search component, and a dialog manager. A confidence measure generator receives speech recognition features from the speech recognizer, search features from the search component, and dialog features from the dialog manager, and calculates an overall confidence measure for voice search results based upon the features received. The invention can be extended to include the generation of additional features, based on those received from the individual components of the voice search system.
15 Citations
20 Claims
-
1. A method of conducting a dialog with a user of a voice search system that includes a speech recognizer, a search component and a dialog manager, the method comprising:
-
generating a dialog feature, with the dialog manager, indicative of how well the voice search system is responding to the user; recognizing a user speech input with the speech recognizer to generate a query and a speech recognition feature indicative of a measure of speech recognition accuracy; searching a data store, with the search component, for search results based on the query, and generating a search feature indicative of a measure of search accuracy; generating a voice search confidence measure, indicative of a confidence of the search results for the query, based on the dialog feature indicative of how well the voice search system is responding to the user, the speech recognition feature, and the search feature; and conducting the dialog by conducting dialog turns with the user, each dialog turn corresponding to an interaction with the user, and conducting the dialog according to a dialog strategy chosen based, at least in part, on the voice search confidence measure, the dialog strategy determining what type of dialog turn to next conduct with the user, the dialog feature being derived based on one or more of the dialog turns conducted with the user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
-
-
12. A voice search system, comprising:
-
a processor; a speech recognition system receiving a spoken input from a user and generating a query from the spoken input; a search system receiving the query and searching a data store for a search result based on the query; a dialog component conducting a user dialog by conducting dialog turns with the user, each dialog turn corresponding to an interaction with the user, the dialog component generating at least one dialog feature based at least in part on a plurality of dialog turns conducted with the user; and a confidence measure generator receiving features, including at least one dialog feature received from the dialog component and at least one feature received from one or more of the speech recognizer and the search component, the confidence measure generator generating a voice search confidence measure corresponding to a confidence of the search result based on the received features using the processor, the dialog component conducting the user dialog according to a strategy based on the voice search confidence measure. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20)
-
Specification