Patents by Inventor Chandan Karadagur Ananda REDDY

Chandan Karadagur Ananda REDDY 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).

  • Publication number: 20230125150
    Abstract: This document generally relates to techniques for testing or training data augmentation. One example includes a method or technique that can include accessing a repository of private data items. The repository can provide a distribution of the private data items that is representative of a designated real-world scenario for a machine learning model. The method or technique can also include assigning classifications to the private data items in the repository. The method or technique can also include augmenting a testing or training set for the machine learning model based at least on the classifications of the private data items to obtain an augmented testing or training set that is relatively more representative of the distribution of classifications in the repository.
    Type: Application
    Filed: October 15, 2021
    Publication date: April 27, 2023
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Ross CUTLER, Xavier GITAUX, Jayant GUPCHUP, Chandan Karadagur Ananda REDDY
  • Publication number: 20230117603
    Abstract: This document relates to training and employing of quality estimation models to estimate the quality of different signal characteristics. One example includes a method or technique that can be performed on a computing device. The method or technique can include obtaining training signals exhibiting diverse impairments introduced when the training signals are captured or diverse artifacts introduced by different processing characteristics of a plurality of data enhancement models. The method or technique can also include obtaining quality labels for different signal characteristics of the training signals. The method or technique can also include training at least two different quality estimation models to estimate quality of at least two different signal characteristics based at least on the training signals and the quality labels.
    Type: Application
    Filed: October 15, 2021
    Publication date: April 20, 2023
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Ross CUTLER, Vishak GOPAL, Chandan Karadagur Ananda REDDY
  • Publication number: 20220076077
    Abstract: This document relates to training and employing a quality estimation model. One example includes a method or technique that can be performed on a computing device. The method or technique can include obtaining training signals exhibiting diverse impairments introduced when the training signals are captured or diverse artifacts introduced by different processing characteristics of a plurality of data enhancement models. The method or technique can also include obtaining quality labels for the training signals, and training a quality estimation model to estimate signal quality based at least on the training signals and the quality labels.
    Type: Application
    Filed: October 2, 2020
    Publication date: March 10, 2022
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Chandan Karadagur Ananda REDDY, Vishak GOPAL, Ross Garrett CUTLER