Location History:
- Champaign, IL (US) (2020)
- Redmond, WA (US) (2020 - 2023)
Company Filing History:
Years Active: 2020-2023
Title: The Innovations of Inventor Amit Das
Introduction: Amit Das, a prominent inventor based in Redmond, WA, has made significant contributions to the field of speech recognition and audio processing. With three active patents to his name, he has demonstrated expertise in developing advanced technologies that enhance the functionality of automated systems.
Latest Patents: Amit’s latest patents showcase his innovative approach to universal acoustic modeling and speech recognition. One of his notable inventions is “Universal acoustic modeling using neural mixture models.” This system comprises multiple domain expert models that process raw audio data and generate specialized outputs. By utilizing a neural mixture component, the system can derive weights from these models to enhance speech recognition capabilities.
Another significant patent is “Speech recognition using connectionist temporal classification.” This technology employs a connectionist temporal classification neural network that interprets audio frames, generating context vectors through a series of encoded hidden feature vectors. This method provides a robust framework for improving the accuracy of speech recognition applications.
Career Highlights: Amit is currently associated with Microsoft Technology Licensing, LLC, where he continues to drive innovation in audio processing technologies. His contributions to the company have positioned him as a key player in developing comprehensive speech recognition solutions.
Collaborations: Throughout his career, Amit has collaborated with talented individuals, including Jinyu Li and Yifan Gong. Together, they have worked on various projects focused on enhancing the effectiveness of neural network applications in speech technologies.
Conclusion: As an inventor, Amit Das is at the forefront of innovation in speech recognition and audio processing. His latest patents reflect not only his creativity but also his commitment to advancing technology in meaningful ways. Through his work at Microsoft, he continues to inspire the next generation of inventors and researchers in this dynamic field.