System and method of exploiting prosodic features for dialog act tagging in a discriminative modeling framework
First Claim
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1. A method for exploiting information in an utterance for dialog act tagging, the method comprising:
- receiving a user utterance;
computing via a processor at periodic intervals at least one parameter in the user utterance;
quantizing the at least one parameter at each periodic interval of the periodic intervals;
approximating conditional probabilities using an n-gram over a sliding window over the periodic intervals; and
tagging the utterance as a dialog act based on the approximated conditional probabilities.
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Abstract
Disclosed are a system and method for exploiting information in an utterance for dialog act tagging. An exemplary method includes receiving a user utterance, computing at periodic intervals at least one parameter in the user utterance, quantizing the at least one parameter at each periodic interval, approximating conditional probabilities using an n-gram over a sliding window over the periodic intervals and tagging the utterance as a dialog act based on the approximated conditional probabilities.
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20 Claims
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1. A method for exploiting information in an utterance for dialog act tagging, the method comprising:
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receiving a user utterance; computing via a processor at periodic intervals at least one parameter in the user utterance; quantizing the at least one parameter at each periodic interval of the periodic intervals; approximating conditional probabilities using an n-gram over a sliding window over the periodic intervals; and tagging the utterance as a dialog act based on the approximated conditional probabilities. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A system for exploiting information in an utterance for dialog act tagging, the system comprising:
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a first module configured to control a processor to receive a user utterance; a second module configured to control the processor to compute at periodic intervals at least one parameter in the user utterance; a third module configured to control the processor to quantize the at least one parameter at each periodic interval; a fourth module configured to control the processor to approximate conditional probabilities using an n-gram over a sliding window over the periodic intervals; and a fifth module configured to control the processor to tag the utterance as a dialog act based on the approximated conditional probabilities. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. A non-transitory computer-readable medium storing instructions for controlling a computer device to exploit information in an utterance for dialog act tagging, the instructions comprising:
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receiving a user utterance; computing at periodic intervals at least one parameter in the user utterance; quantizing the at least one parameter at each periodic interval; approximating conditional probabilities using an n-gram over a sliding window over the periodic intervals; and tagging the utterance as a dialog act based on the approximated conditional probabilities. - View Dependent Claims (18, 19, 20)
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Specification