Patents by Inventor Divy Kala

Divy Kala 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).

  • System and method for recommending background music for books using machine learning models
    Patent number: 12326898
    Abstract: A system and a method for recommending background music that corresponds to an extracted text from a book based on emotion and a topic that is relevant to the extracted text using machine learning models provided. The method includes, (i) determining, using a first trained machine learning model, the emotion from the extracted text that corresponds to the paragraph of the book, (ii) assigning, using a word similarity technique, a similarity score for emotion-words based on the emotion, (iii) determining the emotion-words that exceed a threshold to obtain a subset of emotion-words, (iv) determining a query using the subset of the emotion-words and the emotion, (v) retrieving, using the query, songs that match any of words in the query, and (vi) recommending background music based on top-ranked songs for the extracted text from the book.
    Type: Grant
    Filed: November 10, 2022
    Date of Patent: June 10, 2025
    Assignee: INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY, HYDERABAD
    Inventors: Vinoo Alluri, Pranshi Yadav, Divy Kala, Nisarg Mankodi, Shivani Hanji
  • SYSTEM AND METHOD FOR RECOMMENDING BACKGROUND MUSIC FOR BOOKS USING MACHINE LEARNING MODELS
    Publication number: 20230141104
    Abstract: A system and a method for recommending background music that corresponds to an extracted text from a book based on emotion and a topic that is relevant to the extracted text using machine learning models provided. The method includes, (i) determining, using a first trained machine learning model, the emotion from the extracted text that corresponds to the paragraph of the book, (ii) assigning, using a word similarity technique, a similarity score for emotion-words based on the emotion, (iii) determining the emotion-words that exceed a threshold to obtain a subset of emotion-words, (iv) determining a query using the subset of the emotion-words and the emotion, (v) retrieving, using the query, songs that match any of words in the query, and (vi) recommending background music based on top-ranked songs for the extracted text from the book.
    Type: Application
    Filed: November 10, 2022
    Publication date: May 11, 2023
    Inventors: Vinoo Alluri, Pranshi Yadav, Divy Kala, Nisarg Mankodi, Shivani Hanji