Interactive user interface using speech recognition and natural language processing
DCFirst Claim
1. A method of interacting with a computer using utterances, the method comprising the steps of:
- searching a first grammar file for a matching phrase for said utterance;
searching a second grammar file for said matching phrase if said matching phrase is not found in said first grammar file;
searching a natural language database for a matching entry for said matching phrase; and
performing an action associated with said matching entry if said matching entry is found in said database.
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Abstract
A system and method to interact with a computer using utterances, speech processing and natural language processing. The system comprises a speech processor to search a first grammar file for a matching phrase for the utterance, and to search a second grammar file for the matching phrase if the matching phrase is not found in the first grammar file. The system also includes a natural language processor to search a database for a matching entry for the matching phrase; and an application interface to perform an action associated with the matching entry if the matching entry is found in the database. The system utilizes context-specific grammars, thereby enhancing speech recognition and natural language processing efficiency. Additionally, the system adaptively and interactively “learns” words and phrases, and their associated meanings.
472 Citations
57 Claims
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1. A method of interacting with a computer using utterances, the method comprising the steps of:
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searching a first grammar file for a matching phrase for said utterance;
searching a second grammar file for said matching phrase if said matching phrase is not found in said first grammar file;
searching a natural language database for a matching entry for said matching phrase; and
performing an action associated with said matching entry if said matching entry is found in said database. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A system for interacting with a computer using utterances, the system comprising:
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a speech processor for searching a first grammar file for a matching phrase for said utterance, and for searching a second grammar file for said matching phrase if said matching phrase is not found in said first grammar file;
a natural language processor for searching a database for a matching entry for said matching phrase; and
an application interface for performing an action associated with said matching entry if said matching entry is found in said database. - View Dependent Claims (19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34)
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35. A computer-readable medium encoded with data and instructions, the data and instructions causing an apparatus executing the instructions to:
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search a first grammar file for a matching phrase for said utterance;
search a second grammar file for said matching phrase if said matching phrase is not found in said first grammar file;
search a natural language database for a matching entry for said matching phrase; and
perform an action associated with said matching entry if said matching entry is found in said database. - View Dependent Claims (36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51)
update at least one of said database, said first grammar file and said second grammar file with said matching phrase if said matching entry is not found in said database.
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37. The computer-readable medium of claim 36 wherein said first grammar file is a context-specific grammar file.
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38. The computer-readable medium of claim 37 wherein said second grammar file is a general grammar file.
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39. The computer-readable medium of claim 38 further including instructions to:
search a dictation grammar for said matching phrase if said matching phrase is not found in said general grammar file.
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40. The computer-readable medium of claim 36 further comprising instructions to:
search a context-specific grammar associated with said matching entry for a subsequent matching phrase for a subsequent utterance.
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41. The computer-readable medium of claim 35 further comprising instructions to:
replace at least one word in said matching phrase prior to searching said database.
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42. The computer-readable medium of claim 41 wherein said replacing said at least one word comprises substituting a wildcard for said at least one word.
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43. The computer-readable medium of claim 41 wherein said replacing said at least one word comprises substituting a proper name for said at least one word.
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44. The computer-readable medium of claim 35 further comprising instructions to:
text format said matching phrase prior to said searching said database.
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45. The computer-readable medium of claim 35 further comprising instructions to:
weigh individual words in said matching phrase according to a relative significance of said individual words prior to searching said database.
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46. The computer-readable medium of claim 35 further comprising instructions to:
generate a confidence values for said matching entry.
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47. The computer-readable medium of claim 45 further comprising instructions to:
compare said confidence value with a threshold value.
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48. The computer-readable medium of claim 47 further comprising instructions to:
determine whether a required number of words from said matching phrase are present in said matching entry.
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49. The computer-readable medium of claim 48 further comprising instructions to:
prompt a user whether said matching entry is a correct interpretation of said utterance if said required number of words from said matching phrase are not present in said matching entry.
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50. The computer-readable medium of claim 49 further comprising instructions to:
prompt a user for additional information if said matching entry is not a correct interpretation of said utterance.
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51. The computer-readable medium of claim 50 further comprising instructions to:
update at least one of said database, said first grammar file and said second grammar file with said additional information.
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52. A natural language processing apparatus comprising:
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means for searching a first grammar file for a matching phrase for an utterance;
means for searching a second grammar file for said matching phrase if said matching phrase is not found in said first grammar file;
means for searching a natural language database for a matching entry for said matching phrase; and
means for performing an action associated with said matching entry if said matching entry is found in said database. - View Dependent Claims (53, 54, 55, 56, 57)
means for updating at least one of said database, said first grammar file and said second grammar file with said matching phrase if said matching entry is not found in said database.
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54. The apparatus of claim 53 wherein said first grammar file is a context-specific grammar file.
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55. The apparatus of claim 54 wherein said second grammar file is a general grammar file.
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56. The apparatus of claim 55 further comprising:
means for searching a dictation grammar for said matching phrase if said matching phrase is not found in said general grammar file.
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57. The apparatus of claim 52 further comprising:
means for replacing at least one word in said matching phrase prior to searching said database.
Specification