Pranav Singh

Title: Innovations of Pranav Singh: Pioneering Automatic Speech Recognition

Introduction

Pranav Singh, an accomplished inventor based in Sunnyvale, CA, has made significant contributions to the field of automatic speech recognition. With a remarkable portfolio of 10 patents, his work emphasizes the integration of advanced technologies like neural networks to enhance speech processing systems.

Latest Patents

Among his latest patents is the groundbreaking work on "Token confidence scores for automatic speech recognition - Methods and systems for correction of a likely erroneous word in a speech transcription." This invention involves evaluating token confidence scores of individual words or phrases, allowing the automatic speech recognition system to replace low-confidence score words with more accurate substitutes. By employing neural network models, the system generates individual confidence scores that contribute to the automatic detection and correction of transcription errors. Additionally, this system displays token confidence scores on a graphical user interface for labeling and enhancing the dictionary.

Another notable patent is the "System and method for correction of a query using a replacement phrase." This innovation utilizes systems and methods for natural language processing, relying on neural network models and virtual assistants. The process involves receiving a natural language phrase, evaluating error probabilities for the words, and computing replacement phrases when error probabilities exceed a defined threshold. This ensures that the virtual assistant can provide responses based on more accurate information.

Career Highlights

Pranav Singh has garnered valuable experience while working at notable companies such as SoundHound, Inc. and SoundHound AI IP, LLC. His tenure at these organizations has played a crucial role in the development of cutting-edge speech recognition technologies that are now widely utilized.

Collaborations

Throughout his career, Pranav has collaborated with distinguished professionals such as Bernard Mont-Reynaud and Keyvan Mohajer. These partnerships have fostered an environment of innovation and creativity, ultimately contributing to the successful development of advanced speech recognition systems.

Conclusion

With his impressive track record and a commitment to enhancing automatic speech recognition, Pranav Singh stands as a visionary inventor. His patents reflect a dedication to advancing technology and improving user interaction with speech processing systems. The innovations achieved through his work promise to significantly impact the field, paving the way for more intelligent and responsive communication technology.