Byung Joon Lim

Title: Byung Joon Lim: Innovator in Speech Recognition and Serotyping Technologies

Introduction

Byung Joon Lim is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the fields of speech recognition and serotyping technologies. With a total of two patents to his name, Lim's work is at the forefront of innovation in these areas.

Latest Patents

One of Lim's latest patents is a speech recognition device for dentistry. This device includes a processor and a memory that stores instructions executed by the processor. The device is designed to obtain sound containing noise and speech generated during dental treatments, perform noise cancellation, and run a speech-to-text model trained using a self-supervised learning method. The model extracts features from the sound, processes them, and decodes an encoding vector to obtain a script for the speech. The self-supervised learning method includes a fine-tuning process that uses sounds and scripts generated during dental treatments as training data.

Another notable patent is for high-throughput serotyping and antibody profiling assays. This technology employs next-generation sequencing to measure the serotyping profile of barcoded subject serum antibodies tested against a range of DNA-tagged pathogen-derived antigens. The assay setup enables multiplexing in both sample and antigen dimensions, generating a large multi-dimensional serotyping dataset. This technology has applications in cancer immunology, autoimmune conditions, screening for toxins, antibody therapeutics development, biosecurity, and veterinary medicine.

Career Highlights

Throughout his career, Byung Joon Lim has worked with various companies, including Encodia, Inc. and Dencomm Inc. His innovative work has positioned him as a key figure in the development of advanced technologies in his field.

Collaborations

Lim has collaborated with notable professionals such as Eric Okerberg and Kevin L Gunderson. These collaborations have further enhanced his contributions to the industry.

Conclusion

Byung Joon Lim is a distinguished inventor whose work in speech recognition and serotyping technologies continues to impact various fields. His innovative patents reflect his commitment to advancing technology and improving processes in healthcare and beyond.