Depression and Stress Detection Using Speech Emotion Recognition
Keep in mind that depression is becoming an increasingly serious problem around the world. Our goal is to assist people in dealing with anxiety and despair. Speech analysis is used in our study to detect user depression. The Mel-Frequency Cepstral Coefficients (MFCCs) are utilized as a classificatio
2025-06-28 16:26:06 - Adil Khan
Depression and Stress Detection Using Speech Emotion Recognition
Project Area of Specialization Computer ScienceProject SummaryKeep in mind that depression is becoming an increasingly serious problem around the world. Our goal is to assist people in dealing with anxiety and despair. Speech analysis is used in our study to detect user depression. The Mel-Frequency Cepstral Coefficients (MFCCs) are utilized as a classification feature in machine learning to diagnose depression. It will be a mobile application via which we will be able to detect depression through voice.
Project Objectives- Firstly we detect depression through speech recognition
- Secondly we detect Stress
- In future I will add Happy , sad emotions also
Hardware requirement: -
- Minimum system required for development: -
- CPU: i5 4th generation
- RAM: 16 GB
- For IOS version: -
- Mac book or iMac
- CPU: i5 4th generation
- RAM: 16 GB
Software requirements
- Operating systems
- Windows 10
- Mac OS
- Linux (Ubuntu)
IDE
- Android studio
- Xcode
- Pycharm
Text Editor
- Vs Code
API Testing
- Postman
- Database development
- Mongo dB compass
Version Control
- Github
Web testing
- Google Chrome
Mobile app testing
- Android nexus 6 emulator
- IOS IPhone 8 simulator
Programming Languages used:-
- Dart
- JavaScript
- Java
- Swift
- Python 3
Application development Frameworks
- Flutter
Database
- Mongo dB
- Firebase
- Mysql/postgress
We provide handy access to discover Depression in someone you care about, such as a close relative, and to make an early decision on how to help them overcome their problems.
Technical Details of Final DeliverableThrough voice, a mobile application may identify depression and stress.
Final Deliverable of the Project Software SystemCore Industry MedicalOther Industries IT , Health Core Technology Artificial Intelligence(AI)Other Technologies OthersSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 80000 | |||
| Graphic Card | Equipment | 1 | 70000 | 70000 |
| Google Developer Account | Miscellaneous | 1 | 6500 | 6500 |
| Apple Developer Account | Miscellaneous | 1 | 3500 | 3500 |