Company Filing History:
Years Active: 2020-2023
Title: Innovations in Speech Recognition by Jared Casper
Introduction
Jared Casper is an accomplished inventor based in Sunnyvale, CA. He has made significant contributions to the field of speech recognition through his innovative patents. With a total of 2 patents, his work focuses on leveraging deep learning models to enhance speech recognition systems.
Latest Patents
Jared's latest patents include groundbreaking advancements in deep learning models for speech recognition. These embodiments present state-of-the-art speech recognition systems developed using end-to-end deep learning. The model architecture is significantly simpler than traditional speech systems, which often rely on complex processing pipelines. Traditional systems tend to perform poorly in noisy environments, whereas Jared's innovations do not require hand-designed components to model background noise, reverberation, or speaker variation. Instead, they directly learn a function that is robust to such effects. Notably, neither a phoneme dictionary nor the concept of a 'phoneme' is needed. His systems include a well-optimized recurrent neural network (RNN) training system capable of utilizing multiple GPUs, along with novel data synthesis techniques that efficiently obtain a large amount of varied training data. These advancements allow his systems to handle challenging noisy environments better than widely used commercial speech systems.
Career Highlights
Jared Casper is currently employed at Baidu USA LLC, where he continues to push the boundaries of speech recognition technology. His work has garnered attention for its innovative approach and effectiveness in real-world applications.
Collaborations
Jared has collaborated with notable colleagues in the field, including Awni Hannun and Carl Case. Their combined expertise contributes to the advancement of speech recognition technologies.
Conclusion
Jared Casper's contributions to speech recognition through his innovative patents demonstrate his commitment to improving technology in this field. His work not only simplifies traditional systems but also enhances their performance in challenging environments.