Ashutosh Modi

Title: Innovations of Ashutosh Modi in Dialog Generation

Introduction

Ashutosh Modi is an accomplished inventor based in Glendale, CA. He has made significant contributions to the field of dialog generation, particularly through his innovative patent that focuses on affect-driven dialog systems. His work aims to enhance the emotional relevance of automated conversations, making them more engaging and human-like.

Latest Patents

Ashutosh Modi holds a patent for an "Affect-driven dialog generation" system. This system includes a computing platform with a hardware processor and system memory that stores software code. The code features a sequence-to-sequence (seq2seq) architecture trained using a loss function that incorporates an affective regularizer term. This term is based on the emotional content difference between a target dialog response and a dialog sequence determined during training. The system generates emotionally diverse dialog responses based on input sequences and predetermined target emotions, ultimately providing a final dialog sequence as output.

Career Highlights

Ashutosh Modi is currently employed at Disney Enterprises, Inc., where he continues to develop innovative technologies that enhance user interaction through emotional intelligence. His work is pivotal in creating more relatable and responsive dialog systems that can adapt to the emotional context of conversations.

Collaborations

Some of Ashutosh's notable coworkers include Mubbasir Kapadia and Douglas A Fidaleo. Their collaborative efforts contribute to the advancement of dialog generation technologies within the company.

Conclusion

Ashutosh Modi's contributions to affect-driven dialog generation represent a significant step forward in the field of artificial intelligence. His innovative approach not only enhances user experience but also sets a new standard for emotional engagement in automated conversations.