METHOD AND APPARATUS FOR PREDICTING WORD ERROR RATES FROM TEXT

Patent №

US 7,103,544

Granted

2006-09-05

Filed 2005

Owner

Lab

AI components

3

ml · nlp · speech

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

11146324

A method of modeling a speech recognition system includes decoding a speech signal produced from a training text to produce a sequence of predicted speech units. The training text comprises a sequence of actual speech units that is used with the sequence of predicted speech units to form a confusion model. In further embodiments, the confusion model is used to decode a text to identify an error rate that would be expected if the speech recognition system decoded speech based on the text.

AI classification

Speech1.00
Natural language1.00
Machine learning1.00
Vision0.49
Knowledge representation0.36
AI hardware0.07
Evolutionary computation0.00
Planning0.00
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