AUTOMATED SPEECH RECOGNITION CONFIDENCE CLASSIFIER

Patent №

US 11,620,992

Granted

2023-04-04

Filed 2021

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17218964

A method of enhancing an automated speech recognition confidence classifier includes receiving a set of baseline confidence features from one or more decoded words, deriving word embedding confidence features from the baseline confidence features, joining the baseline confidence features with word embedding confidence features to create a feature vector, and executing the confidence classifier to generate a confidence score, wherein the confidence classifier is trained with a set of training examples having labeled features corresponding to the feature vector.

Machine learningNatural languageVisionSpeechAI hardwareG10L 15/08G06F 18/24G06F 40/30G10L 15/02G10L 15/063G10L 15/183G10L 15/01G10L 15/16+3 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.99
Vision0.98
Knowledge representation0.16
Evolutionary computation0.00
Planning0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 565840124

Assignors

KUMAR, KSHITIZ, ANASTASAKOS, ANASTASIOS, GONG, YIFAN

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

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