Company Filing History:
Years Active: 2022-2025
Title: The Innovative Contributions of Mehak Mehta
Introduction
Mehak Mehta is a prominent inventor based in Jersey City, NJ (US), known for her significant contributions to the field of audio signal analysis. With a total of 8 patents to her name, she has made remarkable strides in developing technologies that enhance fraud detection in communication systems.
Latest Patents
One of her latest patents focuses on audio speech signal analysis for fraud detection. This innovative device, system, and method analyze audio speech signals to detect fraudulent calls to a contact center. The process involves splitting an audio recording of a call in real-time into a foreground speech signal attributed to the main speaker and a background audio signal. It extracts audio features from both signals and inputs them into an ensemble model comprising multiple machine learning models co-trained to detect fraud. These models include a speaker audio model to detect audio speech anomalies, a speaker intent model to classify the intent of the main speaker, a synthetic voice detection model to identify non-human entities, and a prosody model to detect the voice intonation of the main speaker. The ensemble model outputs a prediction indicating whether the call is fraudulent.
Career Highlights
Mehak Mehta currently works at Morgan Stanley Services Group Inc., where she applies her expertise in audio signal processing and machine learning. Her work has been instrumental in advancing the capabilities of fraud detection technologies, making significant contributions to the financial services industry.
Collaborations
Throughout her career, Mehak has collaborated with talented professionals, including Shailesh Gavankar and Suryakant Brahmbhatt. These collaborations have fostered an environment of innovation and creativity, leading to the development of cutting-edge solutions in her field.
Conclusion
Mehak Mehta's innovative work in audio speech signal analysis has positioned her as a leading inventor in the technology sector. Her contributions not only enhance fraud detection capabilities but also pave the way for future advancements in communication security.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.