Company Filing History:
Years Active: 2010
Title: Innovations in Human-Robot Communication by Priyanka Dhage
Introduction
Priyanka Dhage is an innovative inventor based in Cedar Park, TX (US). She has made significant contributions to the field of human-robot communication. Her work focuses on enhancing the interaction between humans and robots through advanced voice command recognition techniques.
Latest Patent Applications
Priyanka Dhage's latest patent application is titled "VOICE COMMAND RECOGNITION FOR HUMAN-ROBOT COMMUNICATION." This application outlines techniques for the use of verbal commands in human-robot communication. The system she developed includes two main components: a speech recognizer for converting speech to text and a natural language understanding module that maps the text to a command for the robot. The robot's capabilities are limited to a specific set of tasks, while still providing users with syntactic flexibility. After the speech is transcribed to text, a nearest neighbor classifier can be applied in the high-dimensional space of embedding tokens. The system features a database of reference embeddings that allows the classifier to identify the k nearest reference embedding tokens to determine the command. Additionally, the text similarity model enables quick detection solutions to be deployed locally on a robot or other device. This local deployment reduces potential latency caused by a cloud connection, which is crucial in many assistant robot applications.
Conclusion
Priyanka Dhage's work in voice command recognition represents a significant advancement in the field of human-robot communication. Her innovative approach has the potential to enhance the usability and efficiency of robotic systems in various applications.