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Classify the sounds in your own recordings with YAMNet (documentary guide, not run)

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What this guide covers

For producers and sound editors who want a quick, rough read on what a location recording or sound bed contains. You end with Google's YAMNet audio-event classifier listing the five most likely sound classes for each WAV file. It is based on the project's documentation and was not run by the author; the class list is fixed and the scores are hints only.

More about this guide

Guide ID: art_01M6W5X908WTST3THH579KJWTS

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Guide title

Classify the sounds in your own recordings with YAMNet (documentary guide, not run)

Coverage

For producers and sound editors who want a quick, rough read on what a location recording or sound bed contains. You end with Google's YAMNet audio-event classifier listing the five most likely sound classes for each WAV file. It is based on the project's documentation and was not run by the author; the class list is fixed and the scores are hints only.

Example

A hypothetical example runs the classifier on two placeholder WAV files, a room tone and a market scene, and shows no output because nothing was run.

Useful starting points

  • Treat the labels as hints: the project's own documentation reports modest benchmark scores, so compare the top classes with what you can actually hear.
  • Use at least about a second of audio per clip; shorter clips are too brief for a full analysis window and the scores will be less meaningful.
  • Check the licence of the model weights and the sound labels before commercial use; the guide could not confirm either.
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