Shivani Agrawal

Title: Shivani Agrawal: Innovator in Speech Recognition Technology

Introduction

Shivani Agrawal is a prominent inventor based in Mountain View, CA, known for her contributions to the field of speech recognition technology. With a focus on enhancing automatic speech recognition (ASR) models, she has made significant strides in the development of innovative methods that improve the accuracy and efficiency of speech processing.

Latest Patents

Shivani Agrawal holds a patent for a groundbreaking invention titled "4-bit conformer with accurate quantization training for speech recognition." This method involves training an ASR model using a plurality of training samples that include both speech utterances and their corresponding textual transcriptions. The process utilizes quantization aware training with native integer operations, ultimately quantizing the trained ASR model to an integer target fixed-bit width. This quantized model comprises a series of weights, each represented as an integer with the specified fixed-bit width, which is then provided to user devices for enhanced speech recognition capabilities.

Career Highlights

Shivani Agrawal is currently employed at Google Inc., where she continues to push the boundaries of speech recognition technology. Her work has not only contributed to the advancement of ASR models but has also positioned her as a key player in the tech industry.

Collaborations

Throughout her career, Shivani has collaborated with notable colleagues, including Shaojin Ding and Oleg Rybakov. These partnerships have fostered an environment of innovation and creativity, leading to the development of cutting-edge technologies in the field.

Conclusion

Shivani Agrawal's contributions to speech recognition technology exemplify her dedication to innovation and excellence. Her patent and work at Google Inc. highlight her role as a leading inventor in this rapidly evolving field.