This inventor holds 5 USPTO granted patents. Top assignees: Conexant Systems, Inc., U S West, Inc., Mediaone Group, Inc.. Active years: 1998-2003.
Company Filing History:
3 out of 763 
2 out of 125 
1 out of 91 
Years Active: 1998-2003
Title: Aruna Bayya: Innovator in Speech Recognition Technology
Introduction
Aruna Bayya is a notable inventor based in Irvine, CA, who has made significant contributions to the field of speech recognition technology. With a total of 5 patents to his name, Bayya's work focuses on enhancing the efficiency and accuracy of speech training and recognition systems.
Latest Patents
Bayya's latest patents include innovative solutions such as "Smart training and smart scoring in SD speech recognition system with user defined vocabulary." This invention detects and warns users about similar sounding entries in vocabulary, allowing for the entry of confusingly similar terms while marking them for identification. It emphasizes the differences between similar words and employs a modified scoring algorithm to improve recognition performance, even when confusing entries are made. Additionally, it alerts users about potential issues with new entries, such as short words or long silence periods between words.
Another significant patent is "Speaker dependent speech recognition training using simplified hidden Markov modeling and robust end-point detection." This invention provides a fast and reliable training method for speaker dependent speech recognition systems, requiring minimal training data. It includes robust end-point detection to extract desired words from speech signals, even in noisy environments. This technology is particularly beneficial for devices with limited memory and processing power, such as cellular telephones.
Career Highlights
Throughout his career, Aruna Bayya has worked with prominent companies, including Conexant Systems, Inc. and U S West, Inc. His experience in these organizations has contributed to his expertise in developing advanced speech recognition technologies.
Collaborations
Bayya has collaborated with notable colleagues, including Marvin L. Vis and Dianne L. Steiger, who have played a role in his innovative projects.
Conclusion
Aruna Bayya's contributions to speech recognition technology demonstrate his commitment to innovation and excellence in the field. His patents reflect a deep understanding of the challenges in speech recognition and offer practical solutions that enhance user experience.