Multi-Stage Speaker Adaptation

Patent №

US 8,996,366

Granted

2015-03-31

Filed 2014

Owner

GOOGLE INC.

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14181908

A first gender-specific speaker adaptation technique may be selected based on characteristics of a first set of feature vectors that correspond to a first unit of input speech. The first set of feature vectors may be configured for use in automatic speech recognition (ASR) of the first unit of input speech. A second set of feature vectors, which correspond to a second unit of input speech, may be modified based on the first gender-specific speaker adaptation technique. The modified second set of feature vectors may be configured for use in ASR of the second unit of input speech. A first speaker-dependent speaker adaptation technique may be selected based on characteristics of the second set of feature vectors. A third set of feature vectors, which correspond to a third unit of speech, may be modified based on the first speaker-dependent speaker adaptation technique.

AI classification

Speech1.00
Natural language1.00
Machine learning1.00
AI hardware0.13
Knowledge representation0.00
Vision0.00
Evolutionary computation0.00
Planning0.00

Ownership

GOOGLE INC.

assignment · 322300224

Assignors

ALEKSIC, PETAR, LEI, XIN

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

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