Dialogue Model Training Method and Device Therefor

    公开(公告)号:US20230080930A1

    公开(公告)日:2023-03-16

    申请号:US17807653

    申请日:2022-06-17

    Abstract: Disclosed is a method of training a dialogue model in an electronic device, the method including selecting a first context from a first dialogue data set including at least one pair of a context and a response corresponding to the context, generating a first response corresponding to the first context through a first dialogue model, generating an augmented dialogue dataset by incorporating a pair of the first context and the first response corresponding to the first context into the first dialogue data set, and training a second dialogue model based on the augmented dialogue dataset.

    Method of Providing User Profile and Apparatus Therefor

    公开(公告)号:US20230070223A1

    公开(公告)日:2023-03-09

    申请号:US17545641

    申请日:2021-12-08

    Abstract: According to the present disclosure, a method of providing a profile of a user using an electronic apparatus includes identifying states of a plurality of online users accessing a profile provision system, determining at least one or more second users to be displayed on a terminal of a first user among the plurality of online users based on the states of the plurality of online users, and providing profile information of the at least one or more second users to the terminal of the first user, wherein the profile information of the at least one or more second users may include an indicator indicating a state of a corresponding second user.

    Device and method of displaying images

    公开(公告)号:US11553157B2

    公开(公告)日:2023-01-10

    申请号:US17202006

    申请日:2021-03-15

    Abstract: This application relates to an image display device and method. In one aspect, the image display device includes a communication interface, a user interface, a memory and a processor. The processor may receive, from a first terminal through the communication interface, a stream including a plurality of images captured by the first terminal. The processor may also determine whether the received stream includes a first image in which no face is detected among the plurality of images. The processor may further, in response to determining that the received stream includes the first image, perform image processing on the first image to generate a second image. The processor may further display, through the user interface, the plurality of images by replacing the first image with the second image.

    Processor for accelerating convolutional operation in convolutional neural network and operating method thereof

    公开(公告)号:US11443134B2

    公开(公告)日:2022-09-13

    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.

    Video Communication Device, Video Communication Method, and Video Communication Mediating Method

    公开(公告)号:US20220239862A1

    公开(公告)日:2022-07-28

    申请号:US17659130

    申请日:2022-04-13

    Abstract: One or more embodiment relates to a video communication device, video communication method, and a video communication mediating method, which are capable of preventing a user in a video communication from being exposed to an inappropriate image or sound from the other party. One or more embodiment may provide a video communication method comprising establishing a first video communication session with a first terminal, consecutively receiving images or sounds from the first terminal through the first video communication session, examining at least a portion of images or sounds received in a period of recent specific time among the received images or sounds, and blocking an output of at least a portion of the received images or sounds or reporting a user of the first terminal as an abusive user to a first server according to the result of the examining.

    Method and Device for Classifying Data

    公开(公告)号:US20220207367A1

    公开(公告)日:2022-06-30

    申请号:US17646465

    申请日:2021-12-29

    Abstract: A method of classifying data includes: training a classification model for classifying input data into at least one class, such that a first output value is generated according to a second equation in which a component corresponding to a label distribution of source data is disentangled in a first equation corresponding to the classification model; generating a second output value by applying, to the first output value, information indicating a label distribution of target data; and classifying the target data into the at least one class by using the second output value.

    Speech Synthesis Apparatus and Method Thereof

    公开(公告)号:US20220199068A1

    公开(公告)日:2022-06-23

    申请号:US17455211

    申请日:2021-11-16

    Abstract: Disclosed is a speech synthesis method including acquiring second speech data and a target text, acquiring first information includes embedding information corresponding to the second speech data, acquiring second information including embedding information of the second speech data, the embedding information in relation with components generated based on a sequence of the target text, and acquiring audio data corresponding to the target text and reflecting characteristics of speech of a speaker based on the first information and the second information.

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