The Infinite Drum Machine

The Infinite Drum Machine: Thousands of everyday sounds, organized using machine learning

  • This experiment uses machine learning to organize thousands of everyday sounds.
  • The computer wasn’t given any descriptions or tags – only the audio.
  • Using a technique called t-SNE, the computer placed similar sounds closer together.
  • You can use the map to explore neighborhoods of similar sounds and even make beats using the drum sequencer.

AI Experiments is a showcase for simple experiments that let anyone play with artificial intelligence and machine learning in hands-on ways, through pictures, drawings, language, music, and more.

@dark_shark: The Infinite Drum Machine: Thousands of everyday sounds, organized using machine learning

Thousands of everyday sounds, organized using machine learning.

Sounds are complex and vary widely. This experiment uses machine learning to organize thousands of everyday sounds. The computer wasn’t given any descriptions or tags – only the audio. Using a technique called t-SNE, the computer placed similar sounds closer together. You can use the map to explore neighborhoods of similar sounds and even make beats using the drum sequencer.

Built by Kyle McDonald, Manny Tan, Yotam Mann, and friends at Google Creative Lab. Thanks to the London Philharmonia for contributing some sounds to this project.

The Infinite Drum Machine