NSynth: Sound Maker

Make unusual new sounds with machine learning.
By Yotam Mann

This experiment lets you play with new sounds created with machine learning. It’s built using Nsynth, a research project that trained a neural network on over 300,000 instrument sounds. NSynth is able to combine sounds, like a bass and flute, into a new, hybrid bass-flute sound. This experiment lets anyone explore these sounds and make music with them.


Built by the Magenta and Creative Lab teams at Google. NSynth is built using Tensorflow, Tone.js and a Wavenet-style autoencoder. Learn about NSynth here.

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