APPARATUS AND METHOD TO REDUCE RECOGNITION ERRORS THROUGH CONTEXT RELATIONS AMONG DIALOGUE TURNS
Patent №
US 7,890,329
Granted
2011-02-15
Filed 2007
Owner
INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
Lab
—
AI components
8
ml · nlp · vision · speech · kr · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
11831960
Disclosed is directed an apparatus and method to reduce recognition errors through context relations among multiple dialogue turns. The apparatus includes a rule set storage unit having a rule set containing one or more rules, an evolutionary rule generation module connected to the rule storage unit, and a rule trigger unit connected to the rule storage unit. The rule set uses dialogue turn as a unit for the information described by each rule. The method analyzes a dialogue history through an evolutionary massive parallelism approach to get a rule set describing the context relation among dialogue turns. Based on the rule set and recognition result of an ASR system, it reevaluates the recognition result, and measures the confidence measure of the reevaluated recognition result. After each successful dialogue turn, the rule set is dynamically adapted.
AI classification
Ownership
INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
assignment · 196270534
Assignors
WU, HSU-CHIH, LEE, CHING-HSIEN
On an employer assignment, the assignors are typically the inventors.