METHOD AND SYSTEM FOR CLASSIFYING AN ELECTRONIC DEVICE USER Russian patent published in 2023 - IPC G06N3/08 G06N20/10 G06Q10/06 G10L15/08 

Abstract RU 2795152 C2

FIELD: computing technology.

SUBSTANCE: method for teaching a machine learning algorithm (MLA) to determine a user class for a user producing a user utterance, the method executing on a server including a processor, the method comprising: receiving a training audio signal representing the learning user utterance; requesting by the processor a plurality of labels for the training audio signal, wherein the determined label of the plurality of labels indicates whether the training user is perceived as a user from the same first class and second class; generating a combined label for the training audio signal, the combined label indicating a label distribution for the plurality of labels between the first class and the second class; generating a training dataset including a training audio signal and a combined label for teaching the MLA to determine a user class for a user producing a user utterance upon use.

EFFECT: increase in the accuracy of determining the class of the user of the electronic device.

20 cl, 8 dwg

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RU 2 795 152 C2

Authors

Aliev Vladimir Andreevich

Kargaltsev Stepan Aleksandrovich

Babenko Artem Valerevich

Dates

2023-04-28Published

2021-02-10Filed