Company Filing History:
Years Active: 2021-2024
Title: The Innovative Mind of Naveen Kumar
Introduction
Naveen Kumar is a prominent inventor based in San Mateo, CA. He has made significant contributions to the field of technology, particularly in sound categorization and machine learning. With a total of seven patents to his name, Kumar continues to push the boundaries of innovation.
Latest Patents
One of his latest patents is a sound categorization system. This system, method, and computer program product utilize one or more neural networks implemented on processors. The neural networks are designed to categorize sounds into a hierarchical structure, allowing for both coarse and fine categorization. This categorization can be instrumental in searching databases for similar or contextually related sounds. Another notable patent is a deep reinforcement learning framework for sequence-level prediction of high-dimensional data. This framework provides affective labels at the end of a sequence of frames, enabling predictions based on actions taken by an agent controlled by a machine learning algorithm.
Career Highlights
Naveen Kumar currently works at Sony Interactive Entertainment Inc., where he applies his expertise in sound categorization and machine learning. His innovative work has garnered attention in the tech industry, showcasing his ability to develop advanced systems that enhance user experiences.
Collaborations
Kumar collaborates with talented individuals such as Arindam Jati and Ruxin Chen. Their combined efforts contribute to the development of cutting-edge technologies in their respective fields.
Conclusion
Naveen Kumar is a remarkable inventor whose work in sound categorization and machine learning continues to influence the technology landscape. His patents reflect a commitment to innovation and excellence in his field.