recodehive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
https://machine-learning-repos.vercel.app/
MIT License
103 stars 194 forks source link

💡[Feature]: Emotion Recognition from Audio #816

Closed ChethanaPotukanam closed 1 month ago

ChethanaPotukanam commented 1 month ago

Is there an existing issue for this?

Feature Description

Emotions play a significant role in human communication, and the ability to recognise emotions from audio can greatly enhance various applications, including customer service, mental health monitoring, and interactive voice response systems. This project aims to develop a deep learning-based system for accurately recognising emotions from audio recordings.

Use Case

Customer Service Improvement: Detecting emotions to better respond to customer needs. Mental Health Monitoring: Analysing emotional states for early detection of mental health issues. Social Media Analysis: Monitoring emotional trends and responses in social media posts. Educational Tools: Providing feedback on emotional tone in public speaking or language learning.

Benefits

Enhanced User Experience: Providing more empathetic and responsive interactions. Improved Mental Health Support: Offering better monitoring and support for mental health. Increased Efficiency: Automating emotion detection to improve response times. Valuable Insights: Gaining a deeper understanding of user emotions for better decision-making. Technological Advancement: Pushing the boundaries of deep learning applications in audio processing.

Add ScreenShots

No response

Priority

High

Record

github-actions[bot] commented 1 month ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.
We are here to help you on this journey of opensource, any help feel free to tag me or book an appointment.

github-actions[bot] commented 1 month ago

Hello @ChethanaPotukanam! Your issue #816 has been closed. Thank you for your contribution!