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MindSpeak: AI-Based Healthy Conversation and Emotional Tone Analyzer -…
MindSpeak: AI-Based Healthy Conversation and Emotional Tone Analyzer
Technologies
AI and NLP
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Machine Learning
Sentiment Analysis
Text and Data
Text Analytics
Python-based development
Database integration
Interaction
Human-Computer Interaction
Methodology (Agile)
Primary development approach
Iterative delivery
Iterative development
Incremental system improvement
Rapid prototyping
Planning and collaboration
Sprint planning
Collaboration and adaptability
Quality and feedback
Continuous testing
User feedback integration
Regular evaluation and enhancement
Feedback-driven improvements from emotion + behavior data
Target Users
Education
Students
Educators
Workplace
HR departments
Workplace teams
Customer service staff
Community
Mental health advocates
Social media users
SDGs
Sustainable Dev. Goals
SDG 3: Good Health and Well-Being
Mental health awareness
Emotional wellness
SDG 4: Quality Education
Emotional intelligence
Better communication skills
Benefits
Communication
Healthier online conversations
Reduced digital conflict
Improved communication habits
Positive social interaction
Wellness
Better emotional intelligence
Mental wellness support
Problem Statement
Low emotional awareness in digital chat
Misunderstandings in text chats
Toxic online interactions
No intelligent emotional guidance tools
Need empathetic, respectful communication
Objectives
Promote healthy communication
Improve emotional awareness
Reduce toxic conversations
Encourage empathy and respect
Support mental wellness
Improve digital communication quality
Features
Detection
Emotional tone detection
Sentiment analysis
Toxic language detection
Guidance
Healthy communication scoring
AI response suggestions
Monitoring and Analytics
Real-time monitoring
Emotional trend dashboard
Analytics reports
Future Improvements
Capabilities
Voice emotion analysis
Multilingual support
Advanced AI prediction models
Integration
Messaging app integration
Personalized emotional coaching