Company Filing History:
Years Active: 2020
Title: Innovations of Sushravya G M in Spoken Language Understanding
Introduction
Sushravya G M is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of spoken language understanding through his innovative patent. His work focuses on enhancing the accuracy and efficiency of language processing systems.
Latest Patents
Sushravya holds a patent for a "Spoken language understanding system and method using recurrent neural networks." This invention discloses a system and method that jointly performs three critical functions when processing the word sequence of a user utterance. The functions include classifying a user's speech act into a dialogue act category, identifying a user's intent, and extracting semantic constituents from the word sequence. The system utilizes a bidirectional recurrent neural network (RNN) to convert a word sequence into a hidden state representation. By providing two different orderings of the word sequence, the bidirectional nature of the RNN improves the accuracy of the aforementioned functions. Additionally, the system employs attention mechanisms to enhance efficiency and accuracy by focusing on specific parts of the word sequence. The three functions can be jointly trained, which further increases efficiency.
Career Highlights
Sushravya is currently employed at Accenture Global Solutions Limited, where he continues to innovate in the field of technology. His work has garnered attention for its practical applications in improving human-computer interaction.
Collaborations
Some of his notable coworkers include Harshawardhan Madhukar Wabgaonkar and Shubhashis Sengupta, who contribute to the collaborative environment that fosters innovation.
Conclusion
Sushravya G M's contributions to spoken language understanding through his innovative patent demonstrate his expertise and commitment to advancing technology. His work not only enhances the accuracy of language processing systems but also paves the way for future innovations in the field.