Company Filing History:
Years Active: 2025
Title: Sushil Ninawe: Innovator in Audio Speech Signal Analysis
Introduction
Sushil Ninawe is a prominent inventor based in Mumbai, India. He has made significant contributions to the field of audio signal processing, particularly in fraud detection technologies. His innovative approach combines machine learning with audio analysis to enhance security measures in contact centers.
Latest Patents
Sushil holds a patent for a groundbreaking invention titled "Audio speech signal analysis for fraud detection." This patent describes a device, system, and method for analyzing 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. These models work together to detect fraud by identifying audio speech anomalies, classifying the intent of the main speaker, detecting non-human entities, and analyzing voice intonation. The ensemble model outputs a prediction indicating whether the call is fraudulent.
Career Highlights
Sushil Ninawe is currently employed at Morgan Stanley Services Group Inc., where he applies his expertise in audio signal processing and machine learning. His work focuses on developing advanced technologies that improve the efficiency and security of communication systems.
Collaborations
Sushil collaborates with talented professionals in his field, including coworkers Jayati Tripathi and Cheryl Fernandes. Their combined efforts contribute to the innovative projects at Morgan Stanley Services Group Inc.
Conclusion
Sushil Ninawe is a visionary inventor whose work in audio speech signal analysis is paving the way for enhanced fraud detection in contact centers. His contributions are vital in the ongoing battle against fraudulent activities, showcasing the importance of innovation in technology.