Company Filing History:
Years Active: 2024-2025
Title: Innovations by Srikanth Ronanki
Introduction
Srikanth Ronanki is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of automatic speech recognition, holding a total of 3 patents. His work focuses on enhancing the accuracy and efficiency of speech recognition systems.
Latest Patents
One of his latest patents is titled "Removing bias from automatic speech recognition models using internal language model estimates." This innovation addresses the issue of bias in automatic speech recognition model predictions by utilizing internal language model estimates. The process involves receiving audio data for speech recognition and processing it through an automatic speech recognition model to generate original word token predictions. By comparing these predictions with masked audio data, an estimate of the internal language model can be obtained, allowing for the modification of original predictions to eliminate lexical bias.
Another notable patent is "Personalized batch and streaming speech-to-text transcription of audio." This invention introduces techniques that reduce the error rate of automatic speech recognition systems when transcribing rare and out-of-vocabulary words. By employing adaptive boosting and a phone alignment network, the techniques enhance the accuracy of speech-to-text transcription without requiring the ASR system to be retrained on custom vocabularies.
Career Highlights
Srikanth Ronanki is currently employed at Amazon Technologies, Inc., where he continues to innovate in the field of speech recognition technology. His work has been instrumental in advancing the capabilities of automatic speech recognition systems.
Collaborations
He collaborates with talented individuals such as Monica Lakshmi Sunkara and Sravan Babu Bodapati, contributing to a dynamic and innovative work environment.
Conclusion
Srikanth Ronanki's contributions to automatic speech recognition technology demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of the challenges in the field and offer practical solutions to enhance speech recognition systems.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.