Company Filing History:
Years Active: 2023-2025
Title: Monica Lakshmi Sunkara: Innovator in Speech Recognition Technology
Introduction
Monica Lakshmi Sunkara is a prominent inventor based in San Jose, California. She has made significant contributions to the field of automatic speech recognition, holding a total of seven patents. Her innovative work focuses on enhancing the accuracy and efficiency of converting speech to text.
Latest Patents
One of her latest patents involves infusing knowledge graphs into automatic speech recognition. This patent describes systems and methods for converting speech to text. In this method, an initial transcript of an audio or video file is generated. Named entities are extracted from the initial transcript using entity recognition. A subset of nodes from a knowledge graph, which includes the named entities, is selected. The method further includes encoding these named entities to generate a set of entity embeddings. The speech in the audio or video file is then decoded using these embeddings to produce a final transcript. Another notable patent focuses on dynamic language model updates with boosting. This innovation allows language models to be dynamically updated for trending entities based on user-specific tuning data. A user can provide tuning data associated with trending entities to generate a weight map for the language model. This class-based model is trained using the specific weight map, and weights can be further boosted using a boosting language model to emphasize trending entities.
Career Highlights
Monica currently works at Amazon Technologies, Inc., where she continues to push the boundaries of speech recognition technology. Her work has been instrumental in developing systems that improve user interaction with technology through more accurate speech recognition.
Collaborations
Monica collaborates with talented individuals in her field, including Sravan Babu Bodapati and Katrin Kirchhoff. These collaborations enhance her research and contribute to the advancement of technology in speech recognition.
Conclusion
Monica Lakshmi Sunkara is a trailblazer in the field of automatic speech recognition, with a strong portfolio of patents that reflect her innovative spirit. Her contributions are shaping the future of how we interact with technology through speech.
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.