Lihi Ahuva Shiloh Perl

Title: Lihi Ahuva Shiloh Perl: Innovator in Audio Event Detection

Introduction

Lihi Ahuva Shiloh Perl is a prominent inventor based in Tel-Aviv, Israel. She has made significant contributions to the field of audio event detection, holding 2 patents that showcase her innovative approach to technology. Her work is characterized by a deep understanding of audio processing and machine learning.

Latest Patents

One of her latest patents focuses on audio event detection with window-based prediction. This computing system is designed for a variety of classes of audio events. It includes processors that divide a run-time audio signal into multiple segments. Each segment is processed in the time domain to create a normalized representation. The normalized time domain representation is then fed into a trained neural network. The neural network generates predicted classification scores and associated probabilities for each class of audio event within the segments. In the post-processing phase, the system produces smoothed predicted classification scores, probabilities, and class window confidence values for various candidate window sizes.

Career Highlights

Lihi is currently employed at Microsoft Technology Licensing, LLC, where she continues to develop her innovative ideas. Her work at Microsoft has allowed her to collaborate with leading experts in the field, further enhancing her contributions to audio technology.

Collaborations

Throughout her career, Lihi has worked alongside talented individuals such as Ben Fishman and Gilad Pundak. These collaborations have played a crucial role in advancing her research and patent developments.

Conclusion

Lihi Ahuva Shiloh Perl is a trailblazer in the realm of audio event detection, with her patents reflecting her expertise and innovative spirit. Her contributions to technology continue to influence the industry and inspire future advancements.