MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641112169 A) filed by Vallurupalli Nageswara Rao Vignana Jyothi Institute Of Engineering And Technology on September 18, 2026, for A Deep Learning-Based Emotional Support Chatbot System With Context-Aware Human-Centric Conversation Management.
Inventor includes Ms. B Bhagyashree.
The application for the patent was published on September 25, 2026, under issue no. 39/2026.
Abstract: ABSTRACT [0025] An emotional-support conversational system named Empathy Nest is presented. User messages are classified into one of ten discrete emotions by a fine-tuned BERT model trained on a merged collection of approximately forty thousand labelled examples. The detected emotion guides a generative language model that produces context-aware replies. Conversation segments are stored in a MongoDB database and periodically used to further adapt the generative model to each user’s style. After a fixed number of exchanges the system recommends songs matched to the current emotion through the iTunes API. An Angular front-end provides a chat interface together with speech-to-text and text-to-speech capabilities via the Web Speech API. The resulting platform delivers adaptive, multimodal companionship intended to reduce feelings of isolation and to supply accessible emotional support.
Disclaimer: Curated by HT Syndication.
