Biasing a speech recognizer based on prompt context
First Claim
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1. A method of biasing a speech recognition system at a lexical level based on prompt context comprising:
- prompting a user for a responseanalyzing words used in the prompt given to the user;
determining a set of words the user is likely to use when responding to the prompt based on the analyzing step, wherein the word set is determined using a speech recognition system strategy including at least one of n-gram language models and grammars; and
boosting probabilities of the determined set of words in a response from the user to the prompt by an adjustable predetermined amount such that a speech recognizer of the speech recognition system has an increased likelihood of recognizing the response from the user.
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Abstract
A method, a system, and an apparatus biasing a speech recognizer based on prompt context. The present invention is capable of analyzing the words used in the prompt given to the user. Then, a set of words the user is likely to say in response to the prompt is determined. The word set may be determined using a technology used by the speech recognition system, such as n-grams, grammars, or both. The speech recognition system boosts the probabilities of the analyzed words in the word set by a preconfigured amount. The preconfigured amount is selected based on collected data.
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47 Claims
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1. A method of biasing a speech recognition system at a lexical level based on prompt context comprising:
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prompting a user for a response analyzing words used in the prompt given to the user; determining a set of words the user is likely to use when responding to the prompt based on the analyzing step, wherein the word set is determined using a speech recognition system strategy including at least one of n-gram language models and grammars; and boosting probabilities of the determined set of words in a response from the user to the prompt by an adjustable predetermined amount such that a speech recognizer of the speech recognition system has an increased likelihood of recognizing the response from the user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47)
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Specification