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Sononym is a sample browser that organizes your sounds using machine learning, and allows you to explore how they are related to one another.
✔ Search for similarity to any sound
✔ Live Recording to find matching sounds
✔ ML-based auto-classification / categorization
✔ Cross-platform : Windows, Linux and OS X
Sononym
Finally, a sample browser that understands audio