Tone Classification System
This system analyzes audio to detect emotions, including sarcasm and figures of speech.
How to Use
- Microphone Input: Record your voice and click 'Analyze Recording'
- File Upload: Upload an audio file (.wav or .mp3) and click 'Analyze File'
The system will transcribe the speech, analyze emotions from both text and acoustic features, and display the results with a visualization of emotion probabilities.
About
This tone classification system combines text and acoustic features to detect emotions in speech. It uses a multi-modal approach with:
- Speech-to-text transcription
- Text-based emotion analysis
- Acoustic feature extraction
- Fusion of both modalities for final prediction
The system can detect: neutral, happy, sad, angry, fearful, disgust, surprised, and sarcastic tones.