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For the Inventor, By the Inventor

Mountain View, CA, United States of America

Françoise Beaufays

USPTO Granted Patents = 18 

 

Average Co-Inventor Count = 3.5

ph-index = 3

Forward Citations = 15(Granted Patents)


Company Filing History:

goldMedal18 out of 32,513 
 
Google Inc.
 patents

Years Active: 2021-2025

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18 patents (USPTO):Explore Patents
1. 12456033 - Multi-stream recurrent neural network transducer(s) (2025-10-28),
2. 12450518 - Evaluating on-device machine learning model(s) based on performance measures of client device(s) and/or the on-device machine learning model(s) (2025-10-21),
3. 12417757 - On-device speech synthesis of textual segments for training of on-device speech recognition model (2025-09-16),
4. 12347419 - Unsupervised federated learning of machine learning model layers (2025-07-01),
5. 12340799 - Identifying and correcting automatic speech recognition (ASR) misrecognitions in a decentralized manner (2025-06-24),
6. 12272360 - Using corrections, of automated assistant functions, for training of on-device machine learning models (2025-04-08),
7. 12205575 - Mixed client-server federated learning of machine learning model(s) (2025-01-21),
8. 12183321 - Using corrections, of predicted textual segments of spoken utterances, for training of on-device speech recognition model (2024-12-31),
9. 12126845 - Ephemeral learning of machine learning model(s) (2024-10-22),
10. 12014739 - Using corrections, of automated assistant functions, for training of on-device machine learning models (2024-06-18),
11. 12014724 - Unsupervised federated learning of machine learning model layers (2024-06-18),
12. 11978432 - On-device speech synthesis of textual segments for training of on-device speech recognition model (2024-05-07),
13. 11817080 - Using corrections, of predicted textual segments of spoken utterances, for training of on-device speech recognition model (2023-11-14),
14. 11749261 - Mixed client-server federated learning of machine learning model(s) (2023-09-05),
15. 11741953 - Using corrections, of automated assistant functions, for training of on-device machine learning models (2023-08-29),

Title: The Innovations of Françoise Beaufays

Introduction

Françoise Beaufays is a prominent inventor based in Mountain View, California, with a remarkable portfolio of 12 patents. His work primarily focuses on advancements in machine learning and speech recognition technologies, contributing significantly to the fields of artificial intelligence and data processing.

Latest Patents

Among Beaufays' latest innovations is his patent on "Mixed client-server federated learning of machine learning model(s)." This invention outlines a process where client devices generate gradients based on local data predictions, which are then sent to a remote system. This remote system further processes the data and updates the global machine learning models. Another notable patent is focused on utilizing corrections of predicted textual segments of spoken utterances for training on-device speech recognition models. In this patent, audio data is captured from the user, processed to generate predicted text, and updated based on user corrections, enhancing the accuracy of the on-device model.

Career Highlights

Beaufays has made significant contributions during his tenure at Google Inc., where he has played a crucial role in developing innovative technologies involving machine learning and natural language processing. His work has led to improvements in systems that enable machines to understand and process human speech more effectively, thus bridging the gap between human communication and technology.

Collaborations

Throughout his career, Françoise Beaufays has collaborated with notable colleagues such as Johan Schalkwyk and Khe Chai Sim. These collaborations within Google have facilitated groundbreaking advancements in machine learning methodologies, further emphasizing the importance of teamwork in driving innovation.

Conclusion

In conclusion, Françoise Beaufays exemplifies the spirit of innovation in the tech industry through his extensive work in machine learning and speech recognition. His contributions not only enhance user experience with technology but also pave the way for future advancements in artificial intelligence. As a dedicated inventor, Beaufays continues to push the boundaries of what is possible, making significant strides in the field.

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