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Speech recognition concept confidence measurement
 
   
Document Number
US Patent 7324940
Issued Date
January 29, 2008
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Abstract
Systems and methods for determining a confidence score associated with a decoding output of a speech recognition engine. In one embodiment, a method of determining the confidence score comprises arranging time frame and acoustic score data into an array, determining a phoneme sequence in the array that yields the highest sum of acoustic scores under certain constraints, e.g., minimum number of time frames and order of phonemes in a phoneme string. A relative score is derived by applying a functional relationship between the acoustic score and different sums comprising acoustic scores from the array. The confidence score, in some embodiments, depends at least in part on the relative score and a measure of ambiguity associated with similar sounding phrases being included in different concepts of a specified grammar.
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Number of Claims:
12
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Owner
Lumen Vox, LLC (San Diego, CA)
Published
January 29, 2008
Application Number
10/789,389
Filed
February 27, 2004
US Classification
704/240   704/256
Int'l Classification
G10L   15/00   (20060101)  
Examiner
Parent Case
RELATED APPLICATIONS This application claims the benefit under 35 U.S.C. .sctn. 119(e) of U.S. Provisional Application No. 60/451,227, filed Feb. 28, 2003 and titled "SPEECH RECOGNITION CONCEPT CONFIDENCE MEASUREMENT," which is hereby incorporated by reference. This application is related to U.S. patent application Ser. No. 10/317,837, filed Dec. 10, 2002 and titled "SPEECH RECOGNITION SYSTEM HAVING AN APPLICATION PROGRAM INTERFACE," which is hereby incorporated by reference.
USPTO Field of Search
704/240   704/256  
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