Ian Simon, Adam Roberts, Colin Raffel, Jesse Engel, Curtis Hawthorne, Douglas Eck
https://arxiv.org/abs/1806.00195
Latent space interpolations between two measures. These samples were rendered with manually-chosen synths faithful to the General MIDI programs. All other samples on this page were rendered with FluidSynth and a free SoundFont.
Interpolation 1 (two model samples) |
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Interpolation 2 (two model samples) |
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Interpolation 3 (Billie Jean to Don't Stop Believin') |
Latent space interpolations between two sampled measures.
Latent space transformations via attribute vector arithmetic.
Original Measure | |
Reconstructed Measure | |
Increased Range | |
Strings Only | |
More Tracks |
Several points in the latent space decoded over the chord progression: Cm → F → Bdim → G → C
Several points in the latent space decoded over 8-bar chord progressions.
Am Dm G C F Bdim E E |
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C G Bb F Ab Eb D G |
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C C+ Am E F Fm C G |
32-bar interpolations over repeating chord progressions.
C G Am F | |
Dm F Am G |
Individual measures sampled from three models with varying numbers of free bits τ and concatenated.
τ = 0 | |
τ = 64 | |
τ = 256 |