Nanshan Zeng

Title: Innovations and Contributions of Nanshan Zeng

Introduction

Nanshan Zeng is a prominent inventor based in Bellevue, WA, USA, recognized for his significant impact in the field of speech recognition through his innovative inventions. With an impressive portfolio of 30 patents, he has contributed to advancements that enhance how machines understand and process human language.

Latest Patents

Zeng's latest patents showcase his expertise in developing sophisticated methods for speaker-attributed transcript generation. His computer-implemented method processes audio streams recorded during meetings from various devices. This involves performing speech recognition to generate utterance-level posterior probabilities for each audio stream, aligning these hypotheses into word confusion networks, and utilizing speaker recognition algorithms for accurate speaker identification. The result is the creation of the best speaker-attributed word transcript by selecting sequences of words and speaker labels that have the highest posterior probabilities.

In addition, he has developed a patent that focuses on the generation of an optimized spoken language understanding model. This innovation involves a unique approach where a speech module is joint trained with a knowledge module, transforming a conventional knowledge graph into an acoustic knowledge graph. The integration of these modules allows for a more effective speech model that leverages both acoustic and language information, enhancing spoken language understanding.

Career Highlights

Nanshan Zeng's career is marked by his work at Microsoft Technology Licensing, LLC, where he has been instrumental in advancing technologies related to speech recognition and language processing.

Collaborations

Throughout his career, Zeng has collaborated with esteemed colleagues, including William Isaac Hinthorn and Dimitrios Basile Dimitriadis. These collaborations have fostered an environment of innovation and have contributed to the development of cutting-edge technologies in their field.

Conclusion

Nanshan Zeng's contributions to the field of speech recognition highlight his role as an influential inventor and innovator. With his extensive patent portfolio and collaborative efforts, he continues to pave the way for advancements that enhance our interaction with technology through language understanding.