RECOGNITION USING RE-RECOGNITION AND STATISTICAL CLASSIFICATION

Patent №

US 8,930,179

Granted

2015-01-06

Filed 2009

Owner

MICROSOFT CORPORATION

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12477918

Architecture that employs an overall grammar as a set of context-specific grammars for recognition of an input, each responsible for a specific context, such as subtask category, geographic region, etc. The grammars together cover the entire domain. Moreover, multiple recognitions can be run in parallel against the same input, where each recognition uses one or more of the context-specific grammars. The multiple intermediate recognition results from the different recognizer-grammars are reconciled by running re-recognition using a dynamically composed grammar based on the multiple recognition results and potentially other domain knowledge, or selecting the winner using a statistical classifier operating on classification features extracted from the multiple recognition results and other domain knowledge.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware1.00
Vision1.00
Knowledge representation0.95
Planning0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 229940126

Assignors

CHANG, SHUANGYU, LEVIT, MICHAEL, BUNTSCHUH, BRUCE M.

On an employer assignment, the assignors are typically the inventors.

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