AUGMENTING CONTEXT-FREE GRAMMARS WITH BACK-OFF GRAMMARS FOR PROCESSING OUT-OF-GRAMMAR UTTERANCES

• US 20070239453A1
• Filed: 04/06/2006
• Published: 10/11/2007
• Est. Priority Date: 04/06/2006
• Status: Abandoned Application

• Current Assignee: Microsoft Technology Licensing LLC (Microsoft Corporation)
• Original Assignee: Microsoft Corporation
• Inventors: Wu, Qiang, Badger, Eric, Paek, Timothy, Chickering, David
• Application Number:
  US11/278,893
• Publication Number:
  US 20070239453A1
• Time in Patent Office: Days
• US Class Current: 704/257
• CPC Class Codes: G10L 15/065 Adaptation

Abstract

Architecture for integrating and generating back-off grammars (BOG) in a speech recognition application for recognizing out-of-grammar (OOG) utterances and updating the context-free grammars (CFG) with the results. A parsing component identifies keywords and/or slots from user utterances and a grammar generation component adds filler tags before and/or after the keywords and slots to create new grammar rules. The BOG can be generated from these new grammar rules and can be used to process the OOG user utterances. By processing the OOG user utterances through the BOG, the architecture can recognize and perform the intended task on behalf of the user.

Claims

1. A system for generating a back-off grammar in a speech recognition application, comprising:

a parsing component that identifies at least one of a keyword and a slot of a context-free grammar (CFG) rule; and

a grammar generation component that generates a back-off grammar by adding filler tags at least one of before and after the keyword and the slot to create rules.

2. The system of claim 1, wherein the filler tags are based on at least one of a garbage tag and a dictation tag.

3. The system of claim 1, wherein the filler tags are based on phonetic similarity to keywords.

4. The system of claim 1, wherein the parsing component automatically extracts at least one of a slot and a keyword from old CFG rules and the grammar generation component creates new rules based on combining the at least one slot, keyword, and filler tags.

5. The system of claim 4, wherein only a portion of the old CFG rules are parsed and re-written to generate new back-off grammar rules.

6. The system of claim 4, wherein all of the old CFG rules are parsed and re-written to generate new back-off grammar rules.

7. The system of claim 1, further comprising a processing component for processing the user utterance using the back-off grammar after a CFG has failed to recognize the user utterance.

8. The system of claim 7, wherein the processing component processes the user utterance using the back-off grammar simultaneously with the CFG.

9. A computer-implemented method of integrating back-off grammars to recognize out-of-grammar (OOG) utterances not recognized by a CFG, comprising:

recognizing a user utterance using the CFG as a language model;

identifying an OOG utterance;

saving the OOG utterance as a file copy of the user utterance;

processing the OOG utterance through the back-off grammar; and

updating the CFG with the OOG utterance.

10. The method of claim 9, wherein the back-off grammar is generated based in part on parsing slots and keywords from the CFG.

11. The method of claim 9, further comprising engaging in a dialog repair action of confirming a best guess of the OOG utterance, before processing the OOG utterance with the back-off grammar.

12. The method of claim 9, further comprising processing the OOG utterance simultaneously with the CFG and back-off grammar.

13. The method of claim 9, further comprising automatically updating the CFG with phrases based in part on the OOG utterance.

14. The method of claim 9, further comprising requesting permission to update the CFG with phrases based in part on the OOG utterance.

15. The method of claim 9, further comprising educating a user of appropriate CFG phrases as part of a dialog repair action.

16. The method of claim 15, further comprising engaging in a confirmation based in part on at least one identified keyword by requesting confirmation from the user of an anticipated CFG rule that contains the at least one identified keyword.

17. The method of claim 15, further comprising engaging in a confirmation based in part on at least one identified slot by requesting confirmation from the user of corresponding CFG rules that contain the at least one identified slot.

18. The method of claim 15, further comprising indicating all portions of the user utterance that has been recognized by the CFG and all portions that have not been recognized.

19. A computer-implemented system for generating back-off grammar in command-and-control speech recognition applications, comprising:

computer-implemented means for identifying keywords and slots from user utterances;

computer-implemented means for generating back-off grammar by adding filler tags before and after the keywords and slots to create rules; and

computer-implemented means for processing the user utterances using the generated back-off grammar after a CFG has failed to recognize the user utterance.

20. The system of claim 19, wherein the computer-implemented means for processing the user utterance, processes the user utterance using the back-off grammar simultaneously with the CFG.