This inventor holds 1 USPTO granted patent and 3 published patent applications. Top assignee: Samsung Electronics Co., Ltd.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Umberto Michieli: Innovator in Automatic Speech Recognition
Introduction
Umberto Michieli is a notable inventor based in Staines, GB. He has made significant contributions to the field of automatic speech recognition (ASR) through his innovative methods. His work focuses on personalizing ASR models to enhance user experience and efficiency.
Latest Patents
Umberto holds a patent for a "Method for personalisation of ASR models." This technique relates to a computer-implemented method for personalizing automatic speech recognition or other general-purpose models using mixed precision quantization. The method allows each model to be personalized on a user device or server to a target memory budget B using user data. This innovation is crucial for improving the adaptability of ASR systems to individual user needs.
Career Highlights
Umberto is currently employed at Samsung Electronics Co., Ltd., where he continues to develop cutting-edge technologies in the field of speech recognition. His work at Samsung has positioned him as a key player in advancing ASR technology.
Collaborations
Throughout his career, Umberto has collaborated with talented individuals such as Mete Ozay and Edward Fish. These partnerships have contributed to the development of innovative solutions in the realm of speech recognition.
Conclusion
Umberto Michieli's contributions to the field of automatic speech recognition exemplify the impact of innovation in technology. His patent and work at Samsung Electronics Co., Ltd. highlight his commitment to enhancing user interaction with ASR systems.