RateMySpeech is a powerful AI-driven tool designed to assist users in preparing for technical interviews. Leveraging advanced speech recognition technology and the OpenAI GPT model, this application provides real-time feedback on interview responses, helping users improve their performance through constructive critiques.
- Audio Recording: Users can easily record their responses during mock interviews using the built-in voice recorder.
- Transcription: The app transcribes recorded audio into text, enabling users to review their answers.
- AI Feedback: Utilizing a fine-tuned OpenAI model, the app analyzes the transcription and provides feedback on various aspects of the interview performance, including:
- Technical accuracy
- Clarity and conciseness
- Time and space complexity considerations
- Awareness of edge cases
- Usage of filler words
- User-Friendly Interface: The application features an intuitive interface that guides users through the recording and feedback process seamlessly.
- Record Your Response: Users can record their answers to technical questions.
- Transcription: Once the recording is complete, the audio is sent to the server, where it is transcribed into text using the Whisper AI model.
- Feedback Analysis: The transcribed text is analyzed by a fine-tuned OpenAI GPT model, which provides feedback structured in a clear format.
- Review Feedback: Users receive detailed insights on their performance, including positives, negatives, and a score out of 10, enabling them to focus on areas for improvement.
To get started with RateMySpeech:
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Clone the Repository:
git clone <repository-url> cd RateMySpeech
on one terminal:
cd server uvicorn main:app --reloadon another terminal terminal:
npm install npm start
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RMS is Deployed! Check the website:
www.ratemyspeech.com