Method of generating a trigger word detection model, and an apparatus for the same
Number of patents in Portfolio can not be more than 2000
United States of America
Stats
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Feb 25, 2025
Grant Date -
Sep 15, 2022
app pub date -
Oct 12, 2021
filing date -
Oct 12, 2021
priority date (Note) -
In Force
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Abstract
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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Family
Country | kind | publication No. | Filing Date | Type | Sub-Type |
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- 15 United States
- 10 France
- 8 Japan
- 7 China
- 5 Korea
- 2 Other
Patent Owner(s)
- SAMSUNG ELECTRONICS CO. LTD.
International Classification(s)

- 2021 Application Filing Year
- G06N Class
- 16935 Applications Filed
- 6768 Patents Issued To-Date
- 39.97 % Issued To-Date
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Balasubramanian, Sivakumar | Mountain View, US | 7 | 3 |
# of filed Patents : 7 Total Citations : 3 | |||
Jajodia, Aditya | Edison, US | 2 | 1 |
# of filed Patents : 2 Total Citations : 1 | |||
Ponakala, Srinivasa Rao | Sunnyvale, US | 7 | 291 |
# of filed Patents : 7 Total Citations : 291 | |||
Srinivasan, Gowtham | San Jose, US | 4 | 2 |
# of filed Patents : 4 Total Citations : 2 | |||
Yadav, Anil Sunder | San Jose, US | 4 | 6 |
# of filed Patents : 4 Total Citations : 6 |
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- G06N Class
- 0 % this patent is cited more than
- < 1 Age
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