System and method for targeted tuning of a speech recognition system
First Claim
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1. A method comprising:
- detecting, at a computing device comprising a processor, a frequency of occurrence of a particular type of utterance;
determining, using interpretation labels previously assigned to utterances of the particular type of utterance, an accuracy value for the particular type of utterance indicating whether a speech recognition system is correctly interpreting the particular type of utterance, the accuracy value including a false alarm value for the particular type of utterance; and
determining, at the computing device, whether to tune the speech recognition system with respect to the particular type of utterance based on the frequency and based on the accuracy value for the particular type of utterance.
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Abstract
A system and method of targeted tuning of a speech recognition system are disclosed. A particular method includes detecting that a frequency of occurrence of a particular type of utterance satisfies a threshold. The method further includes tuning a speech recognition system with respect to the particular type of utterance.
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Citations
15 Claims
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1. A method comprising:
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detecting, at a computing device comprising a processor, a frequency of occurrence of a particular type of utterance; determining, using interpretation labels previously assigned to utterances of the particular type of utterance, an accuracy value for the particular type of utterance indicating whether a speech recognition system is correctly interpreting the particular type of utterance, the accuracy value including a false alarm value for the particular type of utterance; and determining, at the computing device, whether to tune the speech recognition system with respect to the particular type of utterance based on the frequency and based on the accuracy value for the particular type of utterance. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A speech recognition system, comprising:
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a processor; and a tuning engine comprising instructions that, when executed by the processor, cause the processor to perform operations including; detecting a frequency of occurrence of a particular type of utterance; determining, using interpretation labels previously assigned to utterances of the particular type of utterance, an accuracy value for the particular type of utterance indicating whether a speech recognition system is correctly interpreting the particular type of utterance, the accuracy value including a false alarm value for the particular type of utterance; and determining whether to tune the speech module with respect to a particular type of utterance based on a frequency of occurrence of the particular type of utterance and based on the accuracy value for the particular type of utterance. - View Dependent Claims (12, 13, 14)
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15. A computer readable storage device comprising instructions that, when executed by a processor, cause the processor to perform operations comprising:
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detecting a frequency of occurrence of a particular type of utterance; determining, using interpretation labels previously assigned to utterances of the particular type of utterance, an accuracy value for the particular type of utterance indicating whether a speech recognition system is correctly interpreting the particular type of utterance, the accuracy value including a false alarm value for the particular type of utterance; and determining whether to tune the speech recognition system with respect to the particular type of utterance based on the frequency and based on the accuracy value for the particular type of utterance.
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Specification