Code

MIDI-101: GAN for MIDI data#3

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SamuelJanas wants to merge 42 commits intomasterNospoko/ecg-gan:masterfrom MIDI-101/MIDI-GANNospoko/ecg-gan:MIDI-101/MIDI-GANCopy head branch name to clipboard

Commits

Commits on Sep 26, 2023

• experiment with noise size

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  8d2823c

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• combine all data for loader

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• batch_size

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Commits on Sep 27, 2023

• broken TGAN

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• changed to 2 epochs

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• code from vqvae-midi

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• encode, decode function

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• copied transformer code to revise

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• rename to vqvae

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Commits on Sep 28, 2023

• refactor 01

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• vqvae training for 1 chanel

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• cleaned dataset

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• interpolation eval

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• remove tanh

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Commits on Sep 29, 2023

• compute statistics for all data

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• normalized data, tanh

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• denormalization in evals

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• Add ResidualBlocks

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Commits on Oct 2, 2023

• update config

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• Update README

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• midi data loader

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• rolling window from maestro

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• Move trainings

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• update dataloader

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• training for midi

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• inlcude pitch for interpretable generations

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• midi generation

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• config update

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Commits on Oct 3, 2023

• Merge branch 'master' of https://github.com/Nospoko/ecg-gan into MIDI-101/MIDI-GAN

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• deleted train files

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• Add constraints to generator

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• normalize dstart and duration for consistency

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Commits on Oct 4, 2023

• normalize velocities and pitches

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• remove unnecessary dimension in visualization

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• account for normalization

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• denormalize for visualization

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• log scaling

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• simplistic dashboard

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• add gradient clip and batchNorm->instanceNorm

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Commits on Oct 6, 2023

• Adjust output size in the model

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• switch to ADAM

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• save midi files, dashboard

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