STATISTICAL MODEL FOR SYSTEMS INCORPORATING HISTORY INFORMATION
First Claim
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1. A method comprising:
- representing, by use of a processor, state transition probabilities between a plurality of statistical Markov model-like states (plurality of states) and output probabilities associated with a plurality of previous statistical Markov model-like states (plurality of previous states), wherein the state transition probabilities between the plurality of previous states depend on a sequence of previous states of the plurality of previous states and the output probabilities associated with each of the plurality of states depend on the sequence of previous states; and
calculating a state transition probability for the plurality of states.
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Abstract
For calculating statistical Markov model-like state transition probabilities, a method represents state transition probabilities between a plurality of statistical Markov model-like states and output probabilities associated with a plurality of previous statistical Markov model-like states. The state transition probabilities between the plurality of previous states depend on a sequence of previous states of the plurality of previous states. The output probabilities associated with each of the plurality of states depend on the sequence of previous states.
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Citations
20 Claims
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1. A method comprising:
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representing, by use of a processor, state transition probabilities between a plurality of statistical Markov model-like states (plurality of states) and output probabilities associated with a plurality of previous statistical Markov model-like states (plurality of previous states), wherein the state transition probabilities between the plurality of previous states depend on a sequence of previous states of the plurality of previous states and the output probabilities associated with each of the plurality of states depend on the sequence of previous states; and calculating a state transition probability for the plurality of states. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A program product comprising a computer readable storage medium that stores code executable by a processor, the executable code comprising code to perform:
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representing state transition probabilities between a plurality of statistical Markov model-like states (plurality of states) and output probabilities associated with a plurality of previous statistical Markov model-like states (plurality of previous states), wherein the state transition probabilities between the plurality of previous states depend on a sequence of previous states of the plurality of previous states and the output probabilities associated with each of the plurality of states depend on the sequence of previous states; and calculating a state transition probability for the plurality of states. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. An apparatus comprising:
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a processor; a memory that stores code executable by the processor, the code comprising; code that represents state transition probabilities between a plurality of statistical Markov model-like states (plurality of states) and output probabilities associated with a plurality of previous statistical Markov model-like states (plurality of previous states), wherein the state transition probabilities between the plurality of previous states depend on a sequence of previous states of the plurality of previous states and the output probabilities associated with each of the plurality of states depend on the sequence of previous states; and code that calculates a state transition probability for the plurality of states. - View Dependent Claims (18, 19, 20)
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Specification