Patents by Inventor Rami Magdi Fahmi Botros

Rami Magdi Fahmi Botros 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: 20240144917
    Abstract: A method includes obtaining a base encoder from a pre-trained model, and receiving training data comprising a sequence of acoustic frames characterizing an utterance paired with a ground-truth transcription of the utterance. At each of a plurality of output steps, the method includes: generating, by the base encoder, a first encoded representation for a corresponding acoustic frame; generating, by an exporter network configured to receive a continuous sequence of first encoded representations generated by the base encoder, a second encoded representation for a corresponding acoustic frame; generating, by an exporter decoder, a probability distribution over possible logits; and determining an exporter decoder loss based on the probability distribution over possible logits generated by the exporter decoder at the corresponding output step and the ground-truth transcription.
    Type: Application
    Filed: October 25, 2023
    Publication date: May 2, 2024
    Applicant: Google LLC
    Inventors: Rami Magdi Fahmi Botros, Rohit Prakash Prabhavalkar, Johan Schalkwyk, Tara N. Sainath, Ciprian Ioan Chelba, Francoise Beaufays