Mason Vijay Chua

Title: Innovations by Mason Vijay Chua

Introduction

Mason Vijay Chua is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of automatic speech recognition and language modeling. With a total of 2 patents, his work is recognized for its innovative approaches to enhancing speech technology.

Latest Patents

Mason's latest patents include groundbreaking methods in the realm of speech recognition. One patent focuses on "Training a language model of an end-to-end automatic speech recognition model using random encoder features." This method involves obtaining a training text sample that is not paired with corresponding audio data. It generates a sequence of pseudo-random encoder variables and processes them using a decoder of a sequence transduction model to predict a probability distribution over possible output labels. The method also includes determining a loss-based metric based on the training text sample and the predicted probability distribution, ultimately training the decoder based on this loss metric.

Another notable patent is "Predicting pronunciations with word stress." This invention encompasses methods, systems, and apparatus for generating word pronunciations. It includes determining spelling data that indicates the spelling of a word and providing this data as input to a trained recurrent neural network. The network generates output indicating a stress pattern for the pronunciation of the word, which is then used to create pronunciation data for text-to-speech or automatic speech recognition systems.

Career Highlights

Mason Vijay Chua is currently employed at Google Inc., where he continues to push the boundaries of speech recognition technology. His work has been instrumental in developing advanced systems that improve user interaction with technology through better understanding and processing of human speech.

Collaborations

Mason has collaborated with talented individuals such as Kanury Kanishka Rao and Daniel Jacobus Josef Van Esch. These collaborations have fostered an environment of innovation and creativity, leading to the development of cutting-edge technologies in the field.

Conclusion

Mason Vijay Chua's contributions to the field of automatic speech recognition and language modeling are noteworthy. His innovative patents and work at Google Inc. highlight his role as a leading inventor in this rapidly evolving technological landscape.