Neil Jonathon Hauge

Title: Neil Jonathon Hauge: Innovator in Audio De-identification Technology

Introduction

Neil Jonathon Hauge is an accomplished inventor based in Raleigh, NC (US). He has made significant contributions to the field of audio processing, particularly in the area of de-identifying sensitive conversational audio data. His innovative approach combines advanced techniques to enhance privacy and security in audio communications.

Latest Patents

Hauge holds a patent for "Automatic de-identification of sensitive conversational audio data." This patent discloses techniques for automatically de-identifying sensitive information in audio conversations by integrating un-transcribed voice activity detection (VAD) with large language model (LLM) analysis. The audio de-identification system he developed processes speech-to-text transcriptions while identifying segments where automatic speech recognition (ASR) failed to transcribe spoken content. These un-transcribed segments are represented as placeholders in prompts sent to an LLM, which analyzes the surrounding textual context to determine if sensitive information, such as personally identifiable information (PII) or protected health information (PHI), was likely spoken during these gaps. When sensitive content is identified, the system modifies the corresponding audio segments through an audio identification tactic. This innovative approach addresses the technical challenge of incomplete de-identification in automated audio processing by leveraging LLMs' contextual understanding to detect sensitive information in segments that traditional ASR systems miss, particularly in scenarios involving poor audio quality or diverse accents. The result is a more comprehensive and reliable audio de-identification system.

Career Highlights

Hauge is currently employed at Oracle International Corporation, where he continues to develop cutting-edge technologies. His work focuses on enhancing audio processing systems to ensure privacy and security in communications. With a patent portfolio that includes innovative solutions, he has established himself as a key player in the field.

Collaborations

Hauge collaborates with talented professionals such as Irfan Bulu and Praphul Singh. Their combined expertise contributes to the advancement of audio processing technologies and the development of innovative solutions.

Conclusion

Neil Jonathon Hauge is a notable inventor whose work in audio de-identification technology is paving the way for improved privacy in communications. His contributions are significant in addressing the challenges of sensitive information in audio data.