METHOD AND SYSTEM OF ADAPTING SPEECH RECOGNITION MODELS TO SPEAKER ENVIRONMENT

Patent №

US 6,003,002

Granted

1999-12-14

Filed 1997

Owner

TEXAS INSTRUMENTS INCORPORATED

Lab

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08999442

The method and system of adapting speech recognition models to a speaker environment may comprise receiving a spoken password (52) and getting a set of speaker independent (SI) speech recognition models (54). A mapping sequence may be determined for the spoken password (56). Using the mapping sequence, a speaker ID may be identified (58). A transform may be determined (66) between the SI speech recognition models and the spoken password using the mapping sequence. Speaker adapted (SA) speech recognition models may be generated (68) by applying the transform to SI speech recognition models. A speech input may be recognized (70) by applying the SA speech recognition models.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.17
Vision0.00
Evolutionary computation0.00
AI hardware0.00
Planning0.00

Ownership

TEXAS INSTRUMENTS INCORPORATED

assignment · 89180176

Assignors

NETSCH, LORIN P.

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

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