MusicVAE

MusicVAE implements several configurations of Magenta's variational autoencoder model, including melody and drum "loop" models, 4- and 16-bar "trio" models, and chord-conditioned "multi-track" models. In the demos below, we encode the input NoteSequences, and call sample() to obtain a new NoteSequence that matches them. Each section uses a different model checkpoint (melody, drums or trio) to generate the samples.

Drums OneHot

Interpolation (3x3 steps)

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Sampling

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Drums NADE

Interpolation(3x3 steps)

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Melody OneHot

Interpolation (5 steps)

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Chord-Conditioned Melody OneHot

Interpolation (5 steps)

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Melody 16-bar Conductor OneHot

Interpolation (5 steps)

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Sampling

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Trio 4-bar

Reconstruction

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Sampling

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Total Leaked Memory: