Tom O'Malley

Title: Innovations of Tom O'Malley in Speech Recognition Technology

Introduction

Tom O'Malley is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of speech recognition technology, holding a total of 3 patents. His work focuses on enhancing the capabilities of automatic speech recognition systems, making them more efficient and effective.

Latest Patents

One of Tom O'Malley's latest patents is titled "Generalized automatic speech recognition for joint acoustic echo cancellation, speech enhancement, and voice separation." This innovative method involves training a generalized automatic speech recognition model using a variety of training utterances and contextual signals. The approach includes a contextual signal dropout strategy that optimizes the training process, allowing the model to predict enhanced speech features effectively.

Another notable patent is "Optimizing personal VAD for on-device speech recognition." This computer-implemented method enhances the accuracy of speech recognition by generating a reference speaker embedding and utilizing feature-wise linear modulation (FiLM) parameters. The method ensures that the classification output accurately indicates whether the utterance was spoken by the target speaker.

Career Highlights

Tom O'Malley 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 experience and accessibility.

Collaborations

Throughout his career, Tom has collaborated with talented individuals such as Quan Wang and Arun Narayanan. These partnerships have fostered innovation and contributed to the success of various projects in the field.

Conclusion

Tom O'Malley's contributions to speech recognition technology exemplify the impact of innovative thinking in the tech industry. His patents reflect a commitment to enhancing communication through advanced methodologies.