Keyword spotting apparatus, method, and computer-readable recording medium thereof

    公开(公告)号:US11854536B2

    公开(公告)日:2023-12-26

    申请号:US17013391

    申请日:2020-09-04

    CPC classification number: G10L15/16 G10L25/24 G10L2015/088

    Abstract: A keyword spotting apparatus, method, and computer-readable recording medium are disclosed. The keyword spotting method using an artificial neural network according to an embodiment of the disclosure may include obtaining an input feature map from an input voice; performing a first convolution operation on the input feature map for each of n different filters having the same channel length as the input feature map, wherein a width of each of the filters is w1 and the width w1 is less than a width of the input feature map; performing a second convolution operation on a result of the first convolution operation for each of different filters having the same channel length as the input feature map; storing a result of the second convolution operation as an output feature map; and extracting a voice keyword by applying the output feature map to a learned machine learning model.

    Terminal, operating method thereof, and computer-readable recording medium

    公开(公告)号:US11496709B2

    公开(公告)日:2022-11-08

    申请号:US17161893

    申请日:2021-01-29

    Abstract: Disclosed are a terminal, an operating method thereof, and a computer-readable recording medium. The operating method includes establishing a video call session between a first terminal and a second terminal, receiving, by the second terminal, data obtained by the first terminal, sequentially storing, by the second terminal, the data received from the first terminal in a buffer size, performing, by the second terminal, a validity check on the data stored in the buffer, and processing, by the second terminal, the data in response to a result of the validity check.

    Terminal and server for providing video call service

    公开(公告)号:US10949654B2

    公开(公告)日:2021-03-16

    申请号:US16219593

    申请日:2018-12-13

    Abstract: There is provided an application stored in a computer-readable storage medium for a first terminal to perform a method of providing a video call service, the method including: establishing a video call session between the first terminal of a first user and a second terminal of a second user; preparing facial expression information of the second user accumulated in at least one video call session executed by the second terminal before the video call session; determining emotion information corresponding to the facial expression information of the second user based on the facial expression information of the second user; and providing the determined emotion information through an execution screen of the first terminal.

    SERVER OF MEDIATING A PLURALITY OF TERMINALS, AND MEDIATING METHOD THEREOF

    公开(公告)号:US20210075883A1

    公开(公告)日:2021-03-11

    申请号:US17016064

    申请日:2020-09-09

    Abstract: A server may include a communication interface for receiving a plurality of profile information from a plurality of terminals; and a processor configured to divide users of the plurality of terminals into a plurality of groups based on a first criterion, to divide users of a first gender included in each group into a plurality of subgroups based on a second criterion different from the first criterion, to divide users of a second gender different from the first gender, included in each group into a plurality of matching groups to correspond to each of the plurality of subgroups, and to provide profile information of users included in each of the plurality of matching groups corresponding to each of the plurality of subgroups among the plurality of profile information to users included in each of the plurality of subgroups.

    PROCESSOR FOR ACCELERATING CONVOLUTIONAL OPERATION IN CONVOLUTIONAL NEURAL NETWORK AND OPERATING METHOD THEREOF

    公开(公告)号:US20210064920A1

    公开(公告)日:2021-03-04

    申请号:US17004733

    申请日:2020-08-27

    Abstract: A method of performing a convolutional operation in a convolutional neural network includes: obtaining input activation data quantized with a first bit from an input image; obtaining weight data quantized with a second bit representing a value of a parameter learned through the convolutional neural network; binarizing each of the input activation data and the weight data to obtain a binarization input activation vector and a binarization weight vector; performing an inner operation of the input activation data and weight data based on a binary operation with respect to the binarization input activation vector and the binarization weight vector and distance vectors having the same length as each of the first bit and the second bit, respectively; and storing a result obtained by the inner operation as output activation data.

    COMPUTER PROGRAM AND SERVER FOR EXECUTING TEST GROUP DISTRIBUTION METHOD

    公开(公告)号:US20200301822A1

    公开(公告)日:2020-09-24

    申请号:US16896405

    申请日:2020-06-09

    Abstract: A computer program is stored in a computer-readable recording medium to implement a test group distribution method in a server device. The test group distribution method includes: generating identification information of a first test to be performed, differently from identification information of at least one test that is registered in advance, wherein the first test is performed by a plurality of user terminals classified into a plurality of groups; generating a unique identifier of each of users by using a first key comprising identification information of each user and a second key comprising the identification information of the first test; and determining test group information of each user based on the unique identifier of each user, the test group information corresponding to a group to which each user belongs.

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