Depression Detection using Audio

[ChiragGupta16]

Closes: #87

• Title : Depression Detection using Audio
• Name: Chirag Gupta
• Idenitfy yourself: Contributor SSoC

Describe the add-ons or changes you've made 📃

Give a clear description of what have you added or modifications made

I have added a feature for depression detection using audio. The model was trained on British English. I have also changed the requirements.txt file and added librosa library.

Type of change ☑️

What sort of change have you made:

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Code style update (formatting, local variables)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] This change requires a documentation update

How Has This Been Tested? ⚙️

I have tested it on my laptop.

Checklist: ☑️

• [x] My code follows the Contributing Guidelines & Code of Conduct of this project.
• [x] This PR does not contain plagiarized content.
• [x] I have performed a self-review of my own code.
• [ ] I have commented my code, particularly wherever it was hard to understand.
• [x] My changes generate no new warnings.

Screenshots 📷

Note that after recording the first video, I changed the colour code for figure, so instead of red it will show green Link : https://vimeo.com/990556891?share=copy And the second video

https://github.com/user-attachments/assets/c4d8d6ab-9ead-4f1e-ad7f-d79a4daa60bc

Note to reviewers 📄

This model can be improved and can be trained on various accent and languages. Now, it is trained on only British English accent.

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