Jacob Garrison

Title: Innovations by Jacob Garrison

Introduction

Jacob Garrison is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of audio processing and cough detection technology. With a total of 2 patents, Garrison's work is paving the way for advancements in health monitoring systems.

Latest Patents

One of Jacob Garrison's latest patents is a method for detecting and classifying coughs or other non-semantic sounds using an audio feature set learned from speech. This innovative method involves several pre-processing steps on an audio stream to create an input audio sequence made up of time-separated audio segments. An embedding is generated for each segment using a self-supervised triplet loss embedding model, which has been trained on a variety of speech audio clips. The model then performs cough detection inference, generating a probability that each segment contains a cough episode. Additionally, the method includes generating cough metrics for each detected cough episode, enhancing the accuracy of cough detection systems.

Career Highlights

Jacob Garrison is currently employed at Google Inc., where he continues to develop cutting-edge technologies. His work focuses on improving audio analysis and health monitoring systems, contributing to the company's innovative projects.

Collaborations

Jacob Garrison has collaborated with notable coworkers, including Jacob Scott Peplinski and Joel Shor. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Jacob Garrison's contributions to audio processing and cough detection technology highlight his innovative spirit and dedication to improving health monitoring systems. His patents reflect a commitment to advancing technology for better health outcomes.