SInES Tools: Sound Event Detector
(AI based sound event classification with YAMNet Model)


1. Click on " Start" to reset all values on default and wait for the AI Model to load entirely.
2. Upload one or multiple mp3 or wav audio file(s).
3. optional: If you have uploaded multiple audio files to analyze them in a batch:
   Additionally, export a table for each file containing all individual values over time as a .zip file
4. Click on " Analyse" to start the detection process.
5. optional (Single-File only): View the classified features in the plot. (Note: To maintain performance, only the Top 20 sound events are visible by default. All 521 can be toggled in the legend.)
6. Click on "Show JS Arrays" or "Export CSV", to display or export the recorded data.

Click "Start" to load the Models.

Sound Event Detector © 2026 by Christoph Reuter and SInES (last modified: 17.8.2026) is released under MIT License
Translation of the Chinese version of the website: Li Hao
How to cite: Reuter, C. (2026). SInES Tools: Sound Event Detector. Web Application https://sinestools.univie.ac.at/yamnet_sounddetector.htm