Patents by Inventor Seokwan Chae

Seokwan Chae has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method and apparatus for implementing speaker identification neural network
    Patent number: 11694696
    Abstract: A method and apparatus for generating a speaker identification neural network include generating a first neural network that is trained to identify a first speaker with respect to a first voice signal in a first environment, generating a second neural network for identifying a second speaker with respect to a second voice signal in a second environment, and generating the speaker identification neural network by training the second neural network based on a teacher-student training model in which the first neural network is set to a teacher neural network and the second neural network is set to a student neural network.
    Type: Grant
    Filed: November 25, 2019
    Date of Patent: July 4, 2023
    Assignees: SAMSUNG ELECTRONICS CO.. LTD., SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
    Inventors: Sungchan Kang, Namsoo Kim, Cheheung Kim, Seokwan Chae
  • METHOD AND APPARATUS FOR IMPLEMENTING SPEAKER IDENTIFICATION NEURAL NETWORK
    Publication number: 20200312336
    Abstract: A method and apparatus for generating a speaker identification neural network include generating a first neural network that is trained to identify a first speaker with respect to a first voice signal in a first environment, generating a second neural network for identifying a second speaker with respect to a second voice signal in a second environment, and generating the speaker identification neural network by training the second neural network based on a teacher-student training model in which the first neural network is set to a teacher neural network and the second neural network is set to a student neural network.
    Type: Application
    Filed: November 25, 2019
    Publication date: October 1, 2020
    Applicants: SAMSUNG ELECTRONICS CO., LTD., SEOUL NATIONAL UNIVERSITY R&DB CORPORATION
    Inventors: Sungchan KANG, Namsoo Kim, Cheheung Kim, Seokwan Chae