Method of generating a trigger word detection model, and an apparatus for the same

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United States of America

PATENT NO 12236939
APP PUB NO 20220293088A1
SERIAL NO

17499072

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Abstract

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A method of generating a trained trigger word detection model includes training an auxiliary model, based on an auxiliary task, to concentrate on one or more utterances and/or learn context of the one or more utterances using generic single word and/or phrase training data; and obtaining a trigger word detection model by retraining one or more final layers of the auxiliary model, which is weighted based on the auxiliary task, based on a trigger word detection task that detects one or more trigger words. The retraining uses training data specific to the one or more trigger words.

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Patent Owner(s)

  • SAMSUNG ELECTRONICS CO. LTD.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Balasubramanian, Sivakumar Mountain View, US 7 3
Jajodia, Aditya Edison, US 2 1
Ponakala, Srinivasa Rao Sunnyvale, US 7 291
Srinivasan, Gowtham San Jose, US 4 2
Yadav, Anil Sunder San Jose, US 4 6

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