SPEECH RECOGNITION ACCURACY WITH MULTI-CONFIDENCE THRESHOLDS

Patent №

US 7,657,433

Granted

2010-02-02

Filed 2006

Owner

TELLME NETWORKS, INC.

Lab

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11530212

A speech recognition system uses multiple confidence thresholds to improve the quality of speech recognition results. The choice of which confidence threshold to use for a particular utterance may be based on one or more features relating to the utterance. In one particular implementation, the speech recognition system includes a speech recognition engine that provides speech recognition results and a confidence score for an input utterance. The system also includes a threshold selection component that determines, based on the received input utterance, a threshold value corresponding to the input utterance. The system further includes a threshold component that accepts the recognition results based on a comparison of the confidence score to the threshold value.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.32
AI hardware0.05
Planning0.00
Evolutionary computation0.00
Vision0.00

Ownership

TELLME NETWORKS, INC.

assignment · 182210903

Assignors

CHANG, SHUANGYU

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

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