Methods and apparatuses for noise reduction based on time and frequency analysis using deep learning

    公开(公告)号:US11810586B2

    公开(公告)日:2023-11-07

    申请号:US17394669

    申请日:2021-08-05

    CPC classification number: G10L21/0224 G06N3/045 G06N3/08 G10L21/0232 G10L25/30

    Abstract: A noise cancellation method including generating a first voice signal by canceling a first portion of noise included in an input voice signal using a first network, the first network being a trained u-net structure, and the first portion of the noise being in a time domain, applying a first window to the first voice signal, performing a fast Fourier transform on the first windowed voice signal to acquire a magnitude signal and a phase signal, acquiring a mask using a second network based on the magnitude signal, the second network being another trained u-net structure, applying the mask to the magnitude signal, generating a second voice signal by canceling a second portion of the noise by performing an inverse fast Fourier transform on the first windowed voice signal based on the masked magnitude signal and the phase signal, and applying a second window to the second voice signal.

    Method and device for providing location based avatar messenger service

    公开(公告)号:US11770356B2

    公开(公告)日:2023-09-26

    申请号:US17482634

    申请日:2021-09-23

    Inventor: Sol E Choi

    CPC classification number: H04L51/52 G06T19/006 H04L51/046 H04L51/222

    Abstract: A method for providing a location based avatar messenger service includes transmitting, by a user terminal, location information of the user terminal to an external system; receiving, by the user terminal, information on users located in a vicinity of the user terminal from the external system; obtaining, by an image sensor of the user terminal, at least one image; and displaying, on a display of the user terminal, the at least one image and a first set of avatars associated with the users located in the vicinity such that the first set of avatars is superimposed on the at least one image, the first set of avatars including one or more avatars, the one or more avatars corresponding, respectively, to one or more users from among the users located in the vicinity.

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