Voice Characterization-Based Natural Language Filtering
An utterance is analyzed to determine a characteristic of the utterance and a transcription hypothesis is generated for the utterance. Grammar rules are then used to parse the transcription hypothesis to produce a plurality of interpretation hypotheses, each having a likelihood score. A set of authorized domains is determined based on the characteristic and the plurality of interpretation hypotheses are filtered according to the set of authorized domains. Of the remaining interpretation hypotheses, one is selected according to their likelihood scores. The characteristic may include one or more characteristics such as mood, prosody, or whether the utterance has a rising intonation.
1 . A non-transitory computer-readable medium comprising code effective to cause one or more processors to:
characterize a speech utterance to determine at least one characteristic;
recognize the speech utterance, without regard to the at least one characteristic, to produce at least one transcription hypothesis;
parse the at least one transcription hypothesis according to a set of grammar rules to produce a plurality of interpretation hypotheses, each having a corresponding likelihood score;
determine a set of authorized domains based on the at least one characteristic; and
filter the plurality of interpretation hypotheses according to the set of authorized domains; and
select a selected interpretation hypothesis from the plurality of interpretation hypotheses according to the likelihood scores thereof.
2 . The non-transitory computer-readable medium of claim 1 wherein the at least one characteristic is mood.
3 . The non-transitory computer-readable medium of claim 1 wherein the at least one characteristic is prosody.
4 . The non-transitory computer-readable medium of claim 1 wherein the at least one characteristic is a rising intonation at the end of the speech utterance that indicates a yes or no question.
5 . A system comprising one or more processors and one or more memory devices operably coupled to the one or more processors, the memory devices storing executable code effective to cause one or more processors to:
characterize a speech utterance to determine at least one characteristic;
recognize the speech utterance, without regard to the at least one characteristic, to produce at least one transcription hypothesis;
parse the at least one transcription hypothesis according to a set of grammar rules to produce a plurality of interpretation hypotheses, each having a corresponding likelihood score;
determine a set of authorized domains based on the at least one characteristic; and
filter the plurality of interpretation hypotheses according to the set of authorized domains; and
select a selected interpretation hypothesis from the plurality of interpretation hypotheses according to the likelihood scores thereof.
6 . The system of claim 5 wherein the at least one characteristic is mood.
7 . The system of claim 5 wherein the at least one characteristic is prosody.
8 . The system of claim 5 wherein the at least one characteristic is a rising intonation at the end of the speech utterance that indicates a yes or no question.
9 . A method comprising:
characterizing, by a computer system, a speech utterance to determine at least one characteristic;
recognizing, by the computer system, the speech utterance, without regard to the at least one characteristic, to produce at least one transcription hypothesis;
parsing, by the computer system, the at least one transcription hypothesis according to a set of grammar rules to produce a plurality of interpretation hypotheses, each having a corresponding likelihood score;
determining, by the computer system, a set of authorized domains based on the at least one characteristic; and
filtering, by the computer system, the plurality of interpretation hypotheses according to the set of authorized domains; and
selecting, by the computer system, a selected interpretation hypothesis from the plurality of interpretation hypotheses according to the likelihood scores thereof.
10 . The method claim 9 wherein the at least one characteristic is mood.
11 . The method of claim 9 wherein the at least one characteristic is prosody.
12 . The method of claim 9 wherein the at least one characteristic is a rising intonation at the end of the speech utterance that indicates a yes or no question.