USER-SPECIFIC CONFIDENCE THRESHOLDS FOR SPEECH RECOGNITION

Patent №

US 8,639,508

Granted

2014-01-28

Filed 2011

Owner

GENERAL MOTORS LLC

Lab

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13026670

A method of automatic speech recognition includes receiving an utterance from a user via a microphone that converts the utterance into a speech signal, pre-processing the speech signal using a processor to extract acoustic data from the received speech signal, and identifying at least one user-specific characteristic in response to the extracted acoustic data. The method also includes determining a user-specific confidence threshold responsive to the at least one user-specific characteristic, and using the user-specific confidence threshold to recognize the utterance received from the user and/or to assess confusability of the utterance with stored vocabulary.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.96
Planning0.27
AI hardware0.26
Vision0.00
Evolutionary computation0.00

Ownership

GENERAL MOTORS LLC

assignment · 258360512

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