ADJUSTING LANGUAGE MODELS BASED ON TOPICS IDENTIFIED USING CONTEXT

Patent №

US 9,542,945

Granted

2017-01-10

Filed 2015

Owner

GOOGLE INC.

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14735416

Methods, systems, and apparatuses, including computer programs encoded on a computer storage medium, for adjusting language models. In one aspect, a method includes accessing audio data. Information that indicates a first context is accessed, the first context being associated with the audio data. At least one term is accessed. Information that indicates a second context is accessed, the second context being associated with the term. A similarity score is determined that indicates a degree of similarity between the second context and the first context. A language model is adjusted based on the accessed term and the determined similarity score to generate an adjusted language model. Speech recognition is performed on the audio data using the adjusted language model to select one or more candidate transcriptions for a portion of the audio data.

Machine learningNatural languageSpeechKnowledge representationAI hardwareG10L 15/26G10L 15/18G10L 15/183G10L 15/22G10L 25/12G10L 25/51G10L 2015/223

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.75
Planning0.08
Vision0.03
Evolutionary computation0.00

Ownership

GOOGLE INC.

assignment · 361590683

Assignors

LLOYD, MATTHEW I.

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

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