USER-SPECIFIC ACOUSTIC MODELS

Patent №

US 10,410,637

Granted

2019-09-10

Filed 2017

Owner

APPLE INC.

Lab

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15713276

Systems and processes for providing user-specific acoustic models are provided. In accordance with one example, a method includes, at an electronic device having one or more processors, receiving a plurality of speech inputs, each of the speech inputs associated with a same user of the electronic device; providing each of the plurality of speech inputs to a user-independent acoustic model, the user-independent acoustic model providing a plurality of speech results based on the plurality of speech inputs; initiating a user-specific acoustic model on the electronic device; and adjusting the user-specific acoustic model based on the plurality of speech inputs and the plurality of speech results.

Machine learningNatural languageSpeechKnowledge representationG10L 17/04G10L 15/063G10L 15/07G10L 15/30G10L 15/02G10L 15/187G10L 2015/0635G10L 2015/0636

AI classification

Speech1.00
Natural language1.00
Machine learning1.00
Knowledge representation0.80
AI hardware0.49
Vision0.03
Evolutionary computation0.00
Planning0.00

Ownership

APPLE INC.

assignment · 443850082

Assignors

PAULIK, MATTHIAS, MASON, HENRY G.

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

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