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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: April 2026
Volume 11 | Issue 4
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 119
Article Submitted : 22189
Article Published : 8705
Total Authors : 22904
Total Reviewer : 820
Total Countries : 161
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| Paper Title: | Investigating Multimodal Empathetic Conversational AI Utilizing Ensemble Learning and Humor |
| Authors Name: | Darshan Bhavesh Mehta |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_203067
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| Published Paper Id: | IJRTI2504314 |
| Published In: | Volume 10 Issue 4, April-2025 |
| DOI: | |
| Abstract: | Engaging in conversations to enhance mindfulness and combat loneliness can play a significant role in reducing and preventing mental health issues. Anxiety, depression, and stress are increasingly prevalent in today's fast-paced world, impacting people of all ages and backgrounds. To address these challenges, a virtual companion is being designed to tackle problems with an inclusive approach, offering a holistic understanding by considering multiple perspectives. This virtual companion leverages advanced natural language processing (NLP) models, such as DialoGPT and T5 Transformers, along with techniques like prompt engineering, Retrieval Augmented Generation (RAG), and fine-tuning on an augmented dataset. The system also incorporates text-to-speech engines, including Speech T5 and Meta’s Massively Multilingual Speech (MMS), which can generate naturalistic speech in multiple languages, capturing the nuances of human communication. The goal is to provide an empathetic and friendly solution that meets the diverse mental health needs of users. By combining AI with empathy, this research aims to develop an innovative tool for empathic care, helping people build resilience in the face of life's challenges. The tool generates real-world solutions and responses, including humor tailored to the user's receptivity, to foster engaging conversations and journaling activities. This approach not only helps users manage their mental health but also offers a safe space for emotional expression and support. |
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| Cite Article: | "Investigating Multimodal Empathetic Conversational AI Utilizing Ensemble Learning and Humor", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.10, Issue 4, page no.d120-d125, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504314.pdf |
| Downloads: | 000463 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2504314
Registration ID:203067
Published In: Volume 10 Issue 4, April-2025
DOI (Digital Object Identifier):
Page No: d120-d125 Country: Mumbai, Maharashtra, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2504314 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2504314 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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