Mayank Goel

Title: Mayank Goel: Innovator in Acoustic Activity Recognition

Introduction

Mayank Goel is a notable inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of acoustic activity recognition, holding two patents that showcase his innovative approach to sound analysis.

Latest Patents

His latest patents include a system and method for acoustic activity recognition. This invention provides a framework to recognize features and activities from an audio signal. In one embodiment, a model is generated from sound effect data, which is augmented and projected into an audio domain to form a training dataset efficiently. The sound effect data is artificially created or derived from enhanced sounds to provide a more accurate baseline than traditional training data. The augmented sound effects are projected into various audio domains, such as indoor, outdoor, and urban, by mixing background sounds consistent with these environments. The model can be installed on any computing device, such as a laptop or smartphone, allowing for the recognition of features and activities from an audio signal without the need for in-situ training.

Career Highlights

Mayank Goel is affiliated with Carnegie Mellon University, where he continues to advance his research and innovations in acoustic technology. His work has the potential to impact various applications, from smart devices to environmental monitoring.

Collaborations

He collaborates with notable colleagues, including Gierad Laput and Karan Ashok Ahuja, who contribute to his research endeavors and enhance the scope of his projects.

Conclusion

Mayank Goel's contributions to acoustic activity recognition demonstrate his commitment to innovation and technology. His patents reflect a deep understanding of sound analysis and its applications in modern computing.