Company Filing History:
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Years Active: 2022-2025
Title: Innovations of Jiaqi Su: Pioneering Audio Enhancement Technologies
Introduction
Jiaqi Su is an accomplished inventor based in Princeton, NJ (US), known for his significant contributions to audio technology. With a total of 3 patents, he has developed innovative methods that enhance audio quality and fidelity. His work is characterized by the application of advanced machine learning techniques to improve audio experiences.
Latest Patents
One of Jiaqi Su's latest patents is focused on studio quality audio enhancement. This invention involves a method for converting audio data into studio quality audio data. The process includes obtaining audio data with a first quality and utilizing a machine learning model to predict a set of acoustic features. A spectral mask is applied during this prediction, and a second machine learning model generates the final studio quality audio.
Another notable patent is for high fidelity audio super resolution. This invention aims to generate full-band audio from narrowband audio using a GAN-based audio super resolution model. The method includes receiving narrow-band input audio data, upsampling it, and providing the upsampled data to an audio super resolution model. This model is trained to perform bandwidth expansion, resulting in wide-band output audio data that corresponds to the original narrow-band input.
Career Highlights
Jiaqi Su has worked with prominent organizations such as Adobe, Inc. and Princeton University. His experience in these institutions has allowed him to collaborate with leading experts in the field and contribute to groundbreaking audio technologies.
Collaborations
Some of his notable coworkers include Zeyu Jin and Adam Finkelstein. Their collaborative efforts have further advanced the research and development of audio enhancement technologies.
Conclusion
Jiaqi Su's innovative work in audio technology exemplifies the potential of machine learning in enhancing audio quality. His patents reflect a commitment to improving audio experiences for users worldwide.