LANGUAGE MODEL BIASING SYSTEM

Patent №

US 11,037,551

Granted

2021-06-15

Filed 2019

Owner

GOOGLE INC.

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16417714

Methods, systems, and apparatus for receiving audio data corresponding to a user utterance and context data, identifying an initial set of one or more n-grams from the context data, generating an expanded set of one or more n-grams based on the initial set of n-grams, adjusting a language model based at least on the expanded set of n-grams, determining one or more speech recognition candidates for at least a portion of the user utterance using the adjusted language model, adjusting a score for a particular speech recognition candidate determined to be included in the expanded set of n-grams, determining a transcription of user utterance that includes at least one of the one or more speech recognition candidates, and providing the transcription of the user utterance for output.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG10L 15/07G10L 15/1815G10L 15/187G10L 15/197G10L 15/01G10L 15/30

AI classification

Natural language1.00
Speech1.00
Machine learning0.99
Planning0.96
Knowledge representation0.95
AI hardware0.95
Vision0.07
Evolutionary computation0.00

Ownership

GOOGLE INC.

assignment · 492400482

Assignors

ALEKSIC, PETAR, MENGIBAR, PEDRO J. MORENO

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

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