SYSTEM AND METHODS FOR ADAPTING NEURAL NETWORK ACOUSTIC MODELS

Patent №

US 10,902,845

Granted

2021-01-26

Filed 2019

Owner

NUANCE COMMUNICATIONS, INC.

Lab

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16459335

Techniques for adapting a trained neural network acoustic model, comprising using at least one computer hardware processor to perform: generating initial speaker information values for a speaker; generating first speech content values from first speech data corresponding to a first utterance spoken by the speaker; processing the first speech content values and the initial speaker information values using the trained neural network acoustic model; recognizing, using automatic speech recognition, the first utterance based, at least in part on results of the processing; generating updated speaker information values using the first speech data and at least one of the initial speaker information values and/or information used to generate the initial speaker information values; and recognizing, based at least in part on the updated speaker information values, a second utterance spoken by the speaker.

Machine learningNatural languageVisionSpeechAI hardwareG10L 15/075G10L 15/07G10L 15/14G10L 15/16G10L 17/02

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.95
Vision0.85
Knowledge representation0.06
Evolutionary computation0.00
Planning0.00

Ownership

NUANCE COMMUNICATIONS, INC.

assignment · 496460898

Assignors

ZHAN, PUMING, LI, XINWEI

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

From the same owner

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