🎵 Audio Analysis Suite

Analyze audio from YouTube videos or uploaded files. Extract features or generate transformer patches for deep learning applications.

Features:

• 📊 Basic Features: Waveform, Mel Spectrogram, MFCC, Spectral Analysis, Tempo Detection
• 🎼 Chroma Features: Harmonic content analysis with multiple extraction methods
• 🧩 Transformer Patches: Fixed-duration patches for deep learning

Requirements: Dependencies are automatically installed in Hugging Face Spaces via requirements.txt.

ℹ️ Usage Tips

• Processing Limits: 60s for basic features, 30s for chroma features for fast response
• YouTube Downloads: Ensure URLs are valid and respect YouTube's terms of service
• Visualizations: High-quality, suitable for research and education
• Storage: Temporary files are cleaned up when the interface closes
• Support: For issues, check the GitHub repository